A curated stack of top AI tools for ideation, building, deploying, and monetizing web/mobile products. This roadmap helps entrepreneurs quickly assemble and launch AI-powered projects with built-in monetization and growth options.
Best AI tools for vibecoding in 2025:
1. Ideas
- ChatGPT
- Claude
- Perplexity
2. Build (Web)
- Bolt
- Lovable
- Cursor
3. Build (Mobile)
- FlutterFlow
- Expo + Claude
- Replit
4. Ship & Deploy
- Supabase
- Railway
5. Monetize
- Stripe
- Lemon Squeezy
- RevenueCat
6. Grow
-
Dify is a high-starred open source repo that streamlines building AI apps by eliminating the need for complex glue code, letting builders launch products faster. This is valuable for entrepreneurs looking to rapidly prototype or deploy AI-powered solutions.
This repo just crossed 136,000 stars on GitHub. It is arguably the fastest way to ship an AI app right now.
Dify lets you bypass writing 1,000+ lines of glue code.
Instead of manually stitching LangChain, FastAPI, and 5 other tools together, here is what it handles out of the
Durable AI lets entrepreneurs launch a business website in seconds with automated copy, design, and setupโideal for quickly testing MVPs or spinning up new passive income projects.
1. Durable AI
Launch a business in seconds.
โ AI-generated website
โ Copy + design included
โ Ready-to-use business setup
Perfect for quick MVPs
A comprehensive stack of 54 Claude-based tools, agents, and automation resources, most of which are under the radar. Builders can leverage these to rapidly prototype, automate, or enhance AI-powered products.
HOLY SH*T
This is the Claude Code Resource Bible
54 tools.
Agents. MCP servers. Skills. Automation.
99% of people in AIโฆ
havenโt even seen this stack yet.
Thatโs your edge.
OFFICIAL (Donโt skip this)
โข Docs โ
code.claude.com/docs
โข MCP Servers โ
This tweet highlights AI-powered platforms like Cursor, Lovable, Bolt.new, and Replit Agent that let builders generate functional SaaS MVPs by simply pasting a product requirements doc and describing features in plain English. It matters because it drastically reduces the time and skill needed to launch new products.
Step 4: Vibe code the MVP.
Open Cursor, Lovable,
Bolt.new, or Replit Agent.
Paste your PRD. Describe what you want in plain English.
"Build a dashboard with login, a main table view, and a Stripe subscription paywall."
Watch it build. Test it. Describe what's
GLM-5V-Turbo converts screenshots, designs, videos, and docs directly into runnable frontend/backend code, streamlining UI-to-code workflows. Builders can leverage this to rapidly prototype, automate client work, or power new SaaS tools.
Z.ai launched GLM-5V-Turbo and itโs a new take on the something-to-something class of models: multimodal-to-code
- Converts screenshots, designs, videos, and documents into runnable frontend/backend code => eliminating manual UI-to-code translation.
Shipper.now lets anyone turn ideas into AI-powered apps, websites, or businesses without technical skills. Builders can rapidly prototype and launch products, lowering the barrier to entry for passive income streams.
Build anything with AI: apps, websites, or a full business.
Prompt your idea into existing with
Shipper.now (0 technical experience needed).
ValeoProtocol's new npm package lets AI agents independently manage payments, credit, and budgets. Builders can now automate financial operations in their AI products, enabling new business models and reducing manual overhead.
AI agents just leveled up, they now have their own financial system
@ValeoProtocol
just launched valeo-mcp/server, an npm package that allows AI agents to independently handle payments, take credit, track expenses, and manage budgets. Built with :
- x402 for smooth,
GLM-5.1 is a new AI coding assistant rivaling Claude Opus in code generation and bug fixing, but at a fraction of the price. Builders can leverage this tool to automate coding tasks, accelerate product development, or power new SaaS offerings.
GLM-5.1 is out
And here is what you need to know
Zai built an AI that codes almost as good as Claude Opus (the one people pay $200/month for )
and priced it at $3
What it does
โ Writes and fixes code on its own without you babysitting it
โ Can work on a single task for
A new tool lets you turn custom fine-tuned AI models into production-ready API endpoints in just 15 minutes, removing deployment bottlenecks. This enables solo builders to quickly launch AI-powered products without managing infrastructure.
Most AI teams aren't bottlenecked by model quality anymore, they're bottlenecked by deployment.
Use
hpc-ai.com to serve models as API endpoints and turn a custom fine-tune into a production API in just 15 minutes!
MaaS > managing your own infra
Try our Model APIs and
This tweet highlights using Codex to generate UI screens and Gemini to build them, streamlining the UI development process for faster product launches. Builders can leverage this workflow to rapidly prototype or deliver client projects.
Ask codex to create screens you need for UI and build them using gemini.
GLM-5, now available on Baseten, marks a leap in open models' ability to use tools and follow instructions. Builders can leverage this to create smarter, more capable AI-powered products or services.
Open models have crossed a threshold in their ability to use tools and follow instructions. This is a huge moment! Try GLM-5 (deployed on
@baseten
) in Fleet today
smith.langchain.com/agents
The tweet suggests skipping heavy frameworks like LangChain for simple tool-calling tasks, instead wiring Playwright browser automation directly to Ollama. This approach can help builders create leaner, faster AI-powered products.
playwright is the move here, langchain adds a lot of weight for what ends up being pretty simple tool-calling once you strip it down, i've had better luck just wiring browser-use directly to ollama and skipping the framework entirely
A new command-line tool enables fast, native browser automation for AI agents, supporting 63 commands for navigation, interaction, and screenshots. Builders can leverage this to automate web tasks or integrate into AI-powered products.
Another solid option in this space. A fast, native browser automation CLI built from the ground up for AI agents, powered by Chrome DevTools Protocol. 63 commands covering navigation, interaction, screenshots,...
A new GStack-Lite tool accelerates OpenClaw's Claude Code execution, enabling faster and more capable AI task automation. Builders can leverage this to develop smarter, more efficient AI-powered products.
It's official. GStack for OpenClaw is here. When OpenClaw has to use Claude Code to do things (and it does this all the time) suddenly it can do it with wings.
I created a special gstack-lite to keep OpenClaw tasks fast while making them think harder and get more done.
ChatGPT can automate coding, content creation, and debugging, making it a powerful tool for entrepreneurs to accelerate product development and streamline workflows.
14. ChatGPT
Your all-in-one AI assistant.
โ Write production-ready code
โ Generate LinkedIn/X content
โ Debug & explain complex logic
Pro tip: Use custom prompts + memory for best results
chat.openai.com
CertiK launches an AI-powered auditor for Solidity, Solana, and Move smart contracts, enabling faster and more reliable code security checks. Builders can leverage this tool to streamline smart contract development or offer auditing as a service.
We are releasing the CertiK AI Auditor as a closed beta today! The product focus is low noise, high signal.
It supports: Solidity, Solana, and Move smart contracts.
Check out the detection rates and other stats in the article.
Site:
ai.certik.com/2p8j42p7
If you want an
PetClaw offers a hassle-free, one-click setup for running AI agents on your desktop, eliminating the typical install and configuration headaches. This enables builders to rapidly prototype or deploy AI-powered workflows without technical barriers.
If youโve tried OpenClaw, you know the pain:
install โ break โ fix โ repeat
@PetClaw_ai
flips it.
One click.
No setup.
A working AI agent on your desktop in minutes.
Shows how ChatGPT can be a thinking partner for designing backend systems, breaking down features, and debugging issuesโspeeding up product development for solo builders.
1. ChatGPT (Architecture + Problem Solving)
This is my thinking partner.
I use it to:
Design backend systems
Break down complex features
Debug weird issues
Prompt I use:
"Design a scalable [feature] using [stack] with best practices"
Google's Gemma models are now accessible through the Gemini Interactions API, with a Java SDK example provided. This enables builders to quickly integrate advanced AI models and Google Search into their products or workflows.
The
@googlegemma
models are also available via the #Gemini Interactions API:
github.com/glaforge/gemin
โฆ
(an example with my #Java SDK showing both available Gemma models and also with Google Search tool)
This tweet shares a full local AI stackโvLLM-MLX for inference, Hermes Agent for tool-calling, and LobeChat as a ChatGPT-like interfaceโall running locally on port 8080. Builders can use this stack to prototype, demo, or deploy AI-powered apps without relying on cloud APIs.
ุงูุญู: vLLM-MLX + Hermes Agent + LobeChat.
vLLM-MLX โ inference server ู ุญูู ุจุชูููุฉ Apple MLX
Hermes v0.7.0 โ AI agent ุจู tool calling ุญูููู
LobeChat โ ูุงุฌูุฉ ChatGPT ุนูู ุงูู ุชุตูุญ ูุงูุฌูุงู
ููู ูุดุชุบู ุนูู port 8080 ู ุญูู.
ShioriCode is a new coding tool offering seamless access to Shiori, Codex, and Claude via a sleek GUI. Builders can leverage this to accelerate AI-powered product development or streamline coding workflows.
With this, ShioriCode will soon be the best coding tool out there.
You will have access to three providers from the get-go, with a stunning, minimal but beautiful GUI:
- Shiori (uses your Shiori subscription)
- Codex (uses your ChatGPT subscription)
- Claude (uses your Claude
Talehop.com uses OpenRouter to route all AI calls to Gemini Flash, enabling easy model swapping and lower costs for automated story generation. Builders can leverage this streamlined API setup to quickly integrate or enhance AI-powered content products.
all AI calls on
talehop.com go through openrouter to gemini flash. one API key, one endpoint, one place to swap models. story generation runs 3-4 calls per book. costs lower than I expected. and when google ships a better gemini, the product just gets better without
Plano is a smart proxy that routes prompts to the most cost-effective LLMs, reducing AI inference costs by up to 50%. Builders can use this to optimize expenses and scale AI-powered products more efficiently.
This AI proxy cuts your LLM costs by 50%
Plano acts as a smart data plane that automatically routes your prompts to the right model based on complexity.
It runs on Arch-Router-1.5B, giving you production-grade routing deployed at scale at Hugging Face.
- Smart LLM routing
Google's Gemma-4-26B-A4B-it model enables image and text input to text output, opening up new possibilities for building AI-powered applications that process multimodal data. Builders can leverage this model to create innovative products or services.
A new large image-text-to-text AI model is available on Hugging Face, enabling builders to create apps that convert images and text into text outputs. This unlocks new product ideas for automating content or building AI-powered tools.
Google AI Studio Focus Mode lets you instantly edit app designs with AI, drastically speeding up the design process. Builders can leverage this tool to prototype, iterate, and launch products faster, giving them a competitive edge.
This tool feels illegal to be free.
Google AI Studio Focus Mode is wild.
Click anything on your app.
AI edits it in seconds
Design just got 10x faster.
Link in the comments
x402 enables AI agents to make payments autonomously, and Guardx402 adds essential guardrails for safe spending. Builders can leverage these tools to create secure, economically autonomous AI products.
Great piece
@davewardonline
x402 is the payment layer that finally gives AI agents economic autonomy. Every week more builders are joining the x402 wave.
But autonomous agents that spend money need guardrails. Thatโs why I built
@guardx402
during the
@OpenWallet
hackatho
A builder showcases a project combining AI and onchain verification for transparent crypto risk analysis, using OpenGradient Hub. This highlights a practical tool or framework for entrepreneurs to create trustworthy, explainable AI-powered financial products.
I built a Verifiable AI Crypto Risk Advisor using
@OpenGradient
Hub to explore how AI and onchain verification can work together in a real application.
The idea behind this project is simple: crypto risk analysis should not feel like a black box.
When a portfolio is analyzed
PrismML's Bonsai models (1B & 8B) now run locally via MozillaAI's llamafile, enabling builders to deploy capable AI on consumer hardware. This unlocks new product ideas and rapid prototyping for AI-powered apps without cloud costs.
Local LLMs have never been more capable!
@PrismML
recently released their Bonsai model family boasting strong intelligence in the 1B and 8B tiny model sizes. So for a weekend project, my colleague
@aittalam
bundled it into a
@MozillaAI
llamafile, and I built
Vorim AI provides cryptographic identity, scoped permissions, and audit trails for AI agents, solving key security and compliance issues for anyone deploying AI-powered products. Builders can leverage this to ship safer, enterprise-ready AI tools faster.
I kept seeing the same problem at every company shipping AI agents to production.
No identity. No permissions. No audit trail. Just shared API keys and hope.
So I built the infrastructure to fix it.
Vorim AI gives every agent a cryptographic identity, scoped permissions, and a
Pokee_AI is highlighted as a rare AI agent tool that balances flexibility and production reliability, making it a strong candidate for builders seeking to automate or enhance their products with agents that actually work in real-world settings.
Been deep in the AI agent space this quarter.
Most tools are either too fragile for production or too locked-down to be useful.
@Pokee_AI
is the first one Iโve tested that threads that needle.
Notes below โ
Vibeyard is an open-source Electron IDE tailored for AI coding agents like Claude Code, featuring an embedded browser and instant UI inspection. Builders can leverage this tool to rapidly prototype and test AI-powered apps, speeding up development cycles.
The video shows a demo of Vibeyard, an open-source Electron IDE for AI coding agents (Claude Code, etc.). It features an embedded browser tab where you run your app locally, then click any UI element (button, text, div) to "inspect" itโClaude instantly gets the exact
AutoMemoryTools enables AI builders to add persistent, file-system-based memory to their systems, functioning like a personal Wiki for important data. This can help entrepreneurs create smarter, more context-aware AI products that retain knowledge beyond short-term memory windows.
want to give your AI systems better memory? Check out the new support for `AutoMemoryTools` which builds a durable, file-system based repository - a personal Wiki, if you will - of your important highlights and facts that endures long after your rolling window of memory moves on
The tweet highlights a high-ROI internal tool: a context layer that gives every team member an AI assistant instantly contextualized to any client repo. This approach can inspire builders to create similar dev tools or SaaS products for teams needing rapid onboarding and productivity boosts.
STOP building AI agents.
So far, the highest-ROI thing we've built at my company with AI:
The context layer.
Every team member at our company can open any client repo and get a fully contextualized AI assistant in seconds.
Here's the setup behind it:
Described the entire
๐ 211 viewsโค 14๐ 9๐ฌ 3๐ 1212.3% eng
AI assistantcontextual AIdeveloper toolsproductivitySaaS
build a SaaS on top of itoffer it as a servicerecurring
acpx Flow API enables builders to create DAG-based AI workflows with human approval steps and persistent state, making it easier to automate complex processes that require occasional human input.
TIL
acpx Flow API is a DAG based workflow runtime
first public example of a human-gated ACP workflow
write a recipe with steps
each step asks the AI to do something
some steps need human approval before moving forward
computer remembers where even if i turn it off
LangChain is expanding its agent middleware ecosystem and seeking community contributions. Builders can leverage this middleware to accelerate AI product development or create new integrations.
we're building out a community middleware page for
@LangChain
, and we need your help growing it.
agent middleware is one of the most powerful building blocks we've shipped. what are you building with it?
A new server tool offers encoding-aware file handling, binary analysis, debugging, SSH/SFTP, and process memory features for AI coding agents. Builders can leverage this to accelerate development of advanced AI-powered coding tools or platforms.
New contender worth evaluating. MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memory, and more
Graphify lets you convert any folder into a navigable knowledge graph with a single command, massively reducing token usage for LLM queries. Builders can leverage this to create smarter, more efficient AI-powered products or services.
Breaking: Andrej Karpathy described his ideal LLM knowledge base workflow and someone shipped it 48 hours later.
It is called Graphify and it just cut token usage per query by 71.5x.
One command inside Claude Code and it turns any folder into a fully navigable knowledge graph.
A dead-simple workflow lets you drop a DESIGN.md file into your project and instantly upgrade your AI coding agent's design skills. Builders can rapidly improve product UI/UX with minimal effort, making it easier to ship polished AI-powered apps.
the whole workflow is stupid simple:
1. pick a design system from the collection
2. copy the DESIGN.md file into your project root
3. tell your AI agent to use it
4. ship
that's it. one file. your AI coding agent now has better design taste than most of us
This tweet highlights SDKs and integrations for building AI-powered chatbots across iMessage, WhatsApp, Telegram, and Slack. Builders can leverage these tools to quickly launch messaging automation products or services.
While these demos showcase iMessage, we also support WhatsApp, Telegram and Slack.
This was built with:
- Chat SDK + AI SDK by
@vercel
- iMessage via
@sendbluehq
To get started:
Debugy.dev lets coding agents fetch and write runtime logs, giving them full production context. Builders can use this to enhance AI-powered dev tools or integrate smarter debugging into their products.
I built
debugy.dev - a skill that lets your coding agent write & fetch runtime logs, giving it full context on what happens in production. Works with Claude Code, Codex, and Cursor.
@claudeai
//
@cursor_ai
//
@OpenAIDevs
Genesis Studio offers a suite of AI-powered tools for risk scanning, trust scoring, and portfolio analysis, enabling builders to quickly integrate security and analytics features into their own products or services.
Genesis Studio is fully live.
Dual-AI
/risk-scan
/trustscore
Rug Feed (real rugs only)
Hunter Leaderboard
Portfolio Scanner
Immortal Ledger API
No fake data. Just real protection.
Use it:
genesisstudio.lovable.app
#GenesisStudio #Buildinpublic
ChatGPT can automate coding, content creation, and debugging, making it a powerful tool for entrepreneurs to accelerate product development and streamline workflows.
14. ChatGPT
Your all-in-one AI assistant.
โ Write production-ready code
โ Generate LinkedIn/X content
โ Debug & explain complex logic
Pro tip: Use custom prompts + memory for best results
chat.openai.com
A new SDK and API backend enables easy integration of multiple LLMs (GPT, Grok, Gemini, Claude) into products. Builders can leverage this to rapidly prototype or launch AI-powered apps with multi-model support.
Web4
Multi-LLM API Sign On (gpt grok gemini claude)
polish the sdk
build out the rest api backend
form LLC
SDK is live for terminal
Join waitlist for webapp below:
hyper-sentinel.com
GLM-5, a new large language model from Zai, is now available in production for LangChain Fleet via Baseten. Builders can leverage this integration to quickly add advanced AI capabilities to their apps or workflows.
we practice what we preach --
@Zai_org
GLM-5 (via
@baseten
) now available in production for
@LangChain
Fleet!
A hands-on comparison of three AI coding tools, breaking down their speed, cost, and control. Useful for builders choosing the best platform to rapidly ship AI-powered products.
Claude Code vs Cursor vs Windsurf โ which actually ships? We built the same app 3 ways. Speed: Claude Code > Windsurf > Cursor. Cost: Windsurf ($15) > Cursor ($20) > Claude Code ($200). Control: Cursor > Claude Code > Windsurf. Full breakdown #AI #Coding
Langchain-collapse is a middleware that reduces context bloat in long-running AI agents by collapsing tool call sequences, making agent workflows more efficient and cost-effective for builders.
long running agents (like deepagents) suffer from tool call induced context bloat
s/o
@johanbonilla
for langchain-collapse, an eager context compaction middleware that collapses long tool call sequences, reducing summarization overhead
A new middleware lets you integrate Claude's compaction engine into LangChain agents, enabling more efficient AI workflows. Builders can leverage this to enhance their AI products or services quickly.
the langchain community is so awesome
claude code's source leaked last week and
@IeloEmanuele
immediately built claude's compaction engine as
@LangChain
middleware
drop this into your agents/deepagents today!
Vorim SDK lets you add identity, permissions, and audit logging to AI agents (LangChain, OpenAI, CrewAI, Claude) with just 3 lines of code, streamlining compliance and security for AI-powered products.
If you're building with LangChain, OpenAI, CrewAI, or Claude, you can add identity, permissions, and audit trails to your agents without changing your existing code.
npm install @vorim/sdk
pip install vorim
3 lines. Every tool call gets permission-checked and audit-logged
OpenClaw offers seamless failover between Opus, Sonnet, and GPT-5.4, ensuring uninterrupted AI API access billed to subscription. Builders can leverage this for more reliable AI-powered products and services.
What you get:
Opus 4.6 daily driver. Billed to subscription not Extra Usage.
Fallback: Opus > Sonnet > GPT-5.4
OpenClaw handles failover automatically. Zero downtime.
Replit introduces parallel agents, enabling builders to automate and accelerate development workflows. This tool can help entrepreneurs ship AI-powered products faster and with less manual effort.
If you're building anything right now โ SaaS, tools, side projects, anything.
You need to try this.
Because once you experience parallel agents, there's no going back.
Try it yourself โ
replit.com
PromptPal is an AI tool designed to simplify and improve prompt engineering, making it easier to communicate with AI and speed up execution. Builders can leverage this to enhance their own AI products or workflows.
I added an โantigravityโ approach to mine.
Thatโs why weโre building
@usepromptpal
an AI tool that makes prompting easier, improves how you communicate with AI, and speeds up execution with better results.
Osiris.app helps identify and prevent malicious code injection in AI agents, addressing a critical security gap as more builders use AI-powered coding tools. This is a timely tool for anyone shipping AI products or automations that execute code.
built
osiris.app to catch malicious code injection in AI agents. realized 80% of support requests were 'wait, my agent did WHAT?' people don't realize their coding tools are running untrusted code. a feature that scares users into paying is actually solving a real
Highlights how advanced retrieval stacks using AST parsing, rather than simple text splitting, give AI agents like Windsurf and Cursor a significant edge. Builders can leverage this insight to create more robust, semantically accurate AI tools.
the real moat for windsurf and cursor isn't the model choice, it's the custom retrieval stack. most people don't realize they're running ast parsing to get semantically correct code chunks instead of just splitting by character count. that difference alone is why the agent
Comparison of top AI coding assistants highlighting their unique strengths. Builders can leverage these tools to accelerate product development and streamline coding workflows.
Claude Code vs Cursor vs Windsurf.
The AI coding assistant wars are heating up. Each has different strengths:
โข Claude: Context understanding
โข Cursor: IDE integration
โข Windsurf: Speed
Your choice depends on your workflow. Which are you using?
#AI #DevTools #Coding
LangSmith now lets you set cost alerts for AI agents, helping builders control expenses as usage scales. This is crucial for entrepreneurs running automated AI services to avoid unexpected costs and protect margins.
Introducing Cost Alerting in LangSmith
More and more agents are making it to production, and costs are increasing dramatically.
Use LangSmith to set configurable alerts on total cost, so you know right away when your agents are spending more than they should.
Docs:
agentskill.sh lets developers install over 69,000 AI skills for 20+ tools (Claude Code, Copilot, etc.) with a single CLI command. This dramatically speeds up prototyping and integrating AI features, making it easier to build and iterate on AI-powered products.
Highlights free and low-cost AI models (Kimi K2.5, Groq API) for coding and app integration, enabling builders to prototype or launch AI-powered products with minimal upfront cost.
Want free AI models:
For coding - use Kimi K2.5. If you need it in your IDE, download windsurf (it's free there)
For your apps and softwares - Groq: API keys are charged at a very very low rate and you have access to top models like:
- GPT OSS 120B
- Qwen3-32B
- Llama 4 Scout
NVIDIA released a 600M parameter speech recognition model on Hugging Face that supports both offline and real-time transcription with low latency. Builders can leverage this to add robust voice features to products without switching models.
NVIDIA just dropped a unified speech recognition model on Hugging Face
One 600M parameter model handles both offline transcription and real-time streaming with just 160ms latencyโno need to switch checkpoints.
A set of voice AI models and demos from OpenBMB, available on Hugging Face and ModelScope, that builders can test and integrate into their own products. Useful for rapidly prototyping or enhancing voice-powered applications.
If youโre building anything with voice
This is worth testing.
Try it yourself:
Hugging Face Space:
huggingface.co/spaces/openbmb
โฆ
Hugging Face Model:
huggingface.openbmb.com/model/openbmb/
โฆ
ModelScope Model:
modelscope.cn/models/OpenBMB
โฆ
GitHub๏ผ
A technical overview of major Google AI releases: Gemini 2.0 models, agent tools (MCP), open-source ADK, and new AI Studio features. Builders can leverage these to accelerate AI product development and automation.
March turned into a marathon at Google AI: Gemini 2.0 (Flash and Pro), MCP for agents, ADK open-source, improvements in AI Studio (audio + grounding with Search) and savings with context cache. Technical overview without fluff
mvr.al/uj9zv
Google AI Studio now supports server-side Node.js, npm packages, secure secrets, and Next.js, making it easier for builders to launch full-stack AI apps with automated Firebase integration. This update streamlines development for entrepreneurs shipping AI-powered products.
1/ Google AI Studio: full-stack production update
Server-side Node.js with npm packages. Secure secret management. Antigravity agent handles multi-file edits with full project context.
Auto-detects when apps need Firebase DB or auth. Now supports Next.js.
Shows how Replit and Pokee enable fast prototyping of X API-powered apps, like real-time news or climate trackers, in minutes. Useful for builders seeking to quickly launch or test new automated info products.
Just met Replit engineer Jen Li at Pokee_AI hackathon. Used their credits and built two solid X API apps in 20 minutes flat. One maps storms from my climate list, the other tracks Iran war updates from my news lists. Pokee includes X API natively too. Replit Agent is legitimately
A new wave of AI-powered IDEs and agents are emerging that don't just autocomplete code, but actively collaborate in building software. Builders can leverage these tools to accelerate product development and ship faster.
right now weโre entering the agentic IDE era.
tools where AI doesnโt just autocomplete codeโฆ
it actually builds with you.
so far youโve got things like:
> antigravity
> codex
> claude
> cursor
> windsurf
> replit agent
> lovable
> bolt(.)new
> v0 by vercel
> devin
the tools
This tweet highlights how builders with a Gemini subscription can set up a free, high-quality Gemini 3.1 Flash Lite API on Google Cloud, enabling rapid prototyping or integration into products without worrying about usage limits.
If you have a Gemini subscription, create a free API on Google Cloud yourself and use Gemini 3.1 Flash Lite Previewโit's fast, high quality, and the free quota is more than you'll ever use up.
A new resource reverse-engineers top design systems into markdown files that AI agents like Claude Code and Cursor can use, enabling automated UI generation with professional design context. This helps builders ship better-looking products faster.
Your AI agent keeps building UI that looks like garbage because it has zero design context.
Someone just fixed that by reverse-engineering 31 billion-dollar design systems into single .md files that Claude Code and Cursor can actually read.
Drop one file into your project root.
GitNexus claims to solve the problem of AI code editors breaking projects by lacking full context. Builders can leverage this tool to ship more reliable AI-powered coding products or services.
STOP. Your AI is coding BLINDโฆ and you donโt even realize it.
Every time Claude Code or Cursor edits your codeโฆ
Thereโs a high chance itโs silently breaking something.
Not because itโs dumb.
Because it canโt see the full picture.
Until now.
Someone just dropped GitNexus
Ebenova offers AI-native legal document automation across multiple African and Western jurisdictions, enabling rapid contract generation via WhatsApp. Builders can leverage this tool to streamline legal workflows or integrate it into commerce platforms.
Building Ebenova โ trust infrastructure for African commerce.
โข 27 legal document types across 18 jurisdictions (Nigeria, Kenya, Ghana, UK, US)
โข MCP-native for AI agents (Claude Desktop, Cursor)
โข Paste WhatsApp โ get signed contract in 2 minutes
What are you building?
Blackbox AI is highlighted as a powerful coding assistant that integrates Codex and Claude-like capabilities directly into your workflow, enabling faster product shipping. Builders can leverage this tool to accelerate development and reduce manual coding effort.
If youโre serious about leveling up with AI coding, check out
@blackboxai
โ itโs like having Codex + Claude combined, but fully in your workflow. Donโt just pick one, use the tool that actually ships products for you.
Google's Gemini API now offers Flex and Priority inference tiers, letting builders optimize for cost or reliability with a single parameter. Flex tier cuts costs by 50% for latency-tolerant workloads, making AI-powered products cheaper to run.
Just saw this: We just launched two new inference tiers for the #Gemini #API โ Flex and Priority โ giving you more direct control over cost and reliability with a single parameter. Flex cuts your costs by 50% for background and latency-tolerant workloads.
A state-driven workflow engine can help automate and orchestrate complex AI application processes, enabling builders to create more robust, scalable, and maintainable products faster.
Building a State-Driven Workflow Engine for AI Applications
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build a SaaS on top of itoffer it as a servicerecurring
Deepagents v0.5 introduces async subagents, multi-modal filesystem support, and a new backend interface, making it easier for builders to create advanced AI agent workflows. This upgrade can help entrepreneurs rapidly prototype and deploy AI-powered automation products.
we just released deepagents v0.5 with support for async subagents, multi-modal filesystem support, and a sleek new backend interface.
read all about it!!
This method reveals how to bypass Gemini's TLS fingerprint detection and access its API using Python and curl_cffi, with a ready-to-use repo (Amm1rr/WebAI-to-API). Builders can leverage this to integrate Gemini into their own products or automations.
Found a very handy method to reverse-engineer the Gemini web version into API calls.
There's a key detail in the research results: Gemini does TLS fingerprint detection, and the Python side bypasses it using curl_cffi.
Just use Amm1rr/WebAI-to-API directly; it's already got
Highlights the need for dependency graphs in AI coding agents to prevent unintended code breakage across files. Builders can leverage this insight to create more robust AI dev tools or enhance existing ones.
This is the missing layer for AI coding agents. Right now Claude Code and Cursor fly blind across file boundaries. A dependency graph that understands call chains means the agent can scope changes without accidentally breaking something three directories away.
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This update highlights APIs for OpenAI and Google Gemini Live, offering easy integration for builders to add real-time AI capabilities to their products. It's valuable for entrepreneurs seeking to quickly ship AI-powered features.
Supported Providers
โข OpenAI Realtime API
โข Google Gemini Live
โข Google Gemini Live (Vertex AI)
Plug & play options depending on your stack.
Showcases how Gemini 2.5 can rapidly generate Swagger-ready REST API specs for user authentication, streamlining backend development and reducing time-to-market for builders.
API design prompt:
Design REST API for user auth. Funnel-of-Thought:
1. List 15 endpoints + methods.
2. Filter to core 5 by necessity.
3. Detail schemas + error codes.
4. Add auth flow diagram.
Gemini 2.5 outputs Swagger-ready specs. Faster than juniors.
#APIDesign
A local stack with a single endpoint and zero config drift streamlines testing AI agents, enabling faster iteration and more reliable development for builders shipping AI products.
Local stack for testing AI agents. One endpoint. Zero configuration drift.
A new framework enables builders to create and orchestrate AI agents with support for both Python and .NET, including multi-agent workflows and graph-based orchestration. This can accelerate development of complex, automated AI solutions.
Framework for building and orchestrating AI agents with Python and .NET support. Supports multi-agent workflows and graph-based orchestration.
Unsloth enables faster, lower-VRAM fine-tuning of Gemma 4 models locally, making advanced AI customization accessible to solo builders with modest hardware. This unlocks rapid prototyping and product development for AI-powered apps.
You can now fine-tune Gemma 4 with our free notebooks!
You just need 8GB VRAM to train Gemma 4 locally!
Unsloth trains Gemma4 1.5x faster with 50% less VRAM.
GitHub:
github.com/unslothai/unsl
โฆ
Guide:
unsloth.ai/docs/models/ge
โฆ
Gemma-4-E4B Colab:
colab.research.google.co
Google AI Studio offers 1,500 free daily requests to the Gemma 4 31B model, which can be integrated into workflows or products via Vercelโs AI Gateway. Builders can leverage this to prototype or launch AI-powered tools with minimal upfront cost.
Most people donโt realize this:
You get 1,500 free daily requests to Gemma 4 31B on
@GoogleAIStudio
.
Thatโs plenty of free inference (imo).
And you can route it into
@NousResearch
Hermes Agent via Vercelโs AI Gateway:
1. Create an API key on Google AI Studio
2. Add it u
A curated list of free AI-powered coding and prototyping tools that enable entrepreneurs to quickly build and test new product ideas with minimal upfront cost.
Free tools for vibe coding:
- replit
- grok 3
- v0(.)dev
- lovable
- bolt(.)new
- windsurf
- cursor (free tier)
- claude (free tier)
- google AI studio
just pick one and start building
Google AI Studio now supports connectors to the live internet and Google Drive, enabling builders to integrate real-time data and user files directly into their AI-powered apps. This unlocks faster prototyping and richer product features for entrepreneurs.
Yes, it has connectors. Google Search that Connects the model to the live internet
Google drive You can upload or link your files directly so the model can read your data.
If you are building an app or tool, AI Studio uses a feature called build mode. This lets you connect to
Echo is a new prediction intelligence system now live in production, with a developer API coming soon. Builders can leverage this tool to add predictive analytics to their products or services, enabling smarter automation and potentially new SaaS offerings.
Echo is live.
Our prediction intelligence system is now running in production, turning uncertainty into measurable outcomes.
Prediction should be general, evaluable, trainable, and profitable. Echo is how we get there.
Developer API coming soon. Stay tuned.
This tweet highlights OpenClaw and Hermes as foundational tools for building AI-powered products using Claude, Codex, or MiniMax. Builders can leverage these tools to accelerate development of new AI applications.
Pretty much everything here was built with either OpenClaw and Hermes with either Claude, Codex, or MiniMax.
TryGrounded.ai offers a platform for teams to test AI hallucinations and validate responses, helping builders ensure reliability before scaling. This tool is valuable for entrepreneurs developing AI products who need to boost trust and reduce risk.
We built
TryGrounded.ai with one belief:
AI should be trusted before it is scaled.
Today, teams can test hallucinations, validate responses, and gain confidence โ all in one place.
This is just the beginning.
trygrounded.ai
#AIStartup #AITesting #Innovation
Cursor AI acts as an AI coding assistant that writes functions, fixes bugs, and understands codebases, enabling solo builders to ship products faster and with fewer errors.
7. Cursor AI
Your AI coding partner.
โ Write full functions from prompts
โ Fix bugs instantly
โ Understand entire codebase
Feels like coding with a senior dev
TryGrounded.ai lets builders quickly test, validate, and measure AI outputs, reducing guesswork and improving trust in AI-powered products. This tool can streamline development and boost product reliability for entrepreneurs building with LLMs.
AI is powerful.
But can you trust its answers?
With
TryGrounded.ai, you can test, validate, and measure AI responses in seconds.
No guesswork. Just grounded results.
Try it now:
trygrounded.ai
#AI #LLM #AITesting #GenAI #AITrust
A self-hosted AI workbench offering code, architecture, and operations tools with rich visualizations and parallel AI agents. Builders can leverage this to accelerate product development or offer advanced AI-powered solutions.
Self-hosted AI workbench for code, architecture, and operations. Not an IDE. Rich visualizations, diff application, parallel AI agents, enterprise plugin system.
What's your go-to alternative for this?
A toolkit distilling 19 structured engineering skills from Google, designed to upgrade AI agents to 'senior engineer' level. Builders can leverage these skills to create more capable, reliable AI-powered products faster.
ใGoogle Style! "Agent Skills" That Transform AI into Senior Engineers is the Ultimateใ
x.com/xiaohu/status/
โฆ
A tool that condenses 19 structured skills born from internal Google engineering practices! It's the definitive solution for running AI agents with
ToolProof is a new tool that detects when AI agents fabricate or lie about tool usage, addressing a major reliability issue for builders using agent workflows. This can help entrepreneurs ensure their AI-powered products are trustworthy and robust.
Just shipped ToolProof.
It catches AI agents lying about tool calls.
The problem:
- Your agent says "I searched the database." It didn't.
- Your agent says "I read that file." It fabricated the content.
- 91.1% hallucination rate on tool calls under adversarial conditions
-
Glassbrain is a new tool that visually debugs AI app logic, letting builders quickly identify and fix errors without sifting through logs. This can dramatically speed up development and improve product quality for AI entrepreneurs.
I just shipped Glassbrain - a visual debugging tool for AI apps.
your AI gives a wrong answer. glassbrain shows you exactly why as a visual tree. click the broken node. let AI suggest the fix. replay. see the diff. copy the code. done.
no more reading 500 lines of logs and
Agent-VCR is a new tool for snapshot testing AI agents, helping builders catch silent failures in production. This is crucial for anyone deploying LLM-powered automations or products, ensuring reliability and trust.
Your LLM agent passed every unit test. Then it silently started routing the wrong tool calls in production. Nobody noticed for 3 weeks.
We just shipped agent-vcr โ snapshot testing for AI agents. Here's how it works #AI #LLM
This tweet highlights dashboards for SEO and Answer Engine Optimization built using DataForSEO's LLM-aware APIs, offering builders a way to quickly integrate advanced search and AI insights into their own products or services.
SEO and AEO dashboards, built with DataForSEO LLM awareness APIs
Demonstrates using AI to instantly generate a fully formatted crypto trade history UI with just prompts, showing how builders can rapidly prototype or ship fintech dashboards without coding.
Built a $15K crypto trade history panel in one stream. AI wrote the entire UI with perfect formatting. No code, just prompts.
Highlights how simple no-code tools can be used to create UIs, connect logic, and generate outputs without writing code. This empowers entrepreneurs to rapidly prototype and launch AI-powered products without technical barriers.
Step 3: Build (No Coding)
Used simple tools to:
โ Create UI
โ Connect logic
โ Generate outputs
Didnโt write a single line of code.
This tweet highlights a no-code workflow for fine-tuning the Gemma 4 model using Unsloth Studio and the ATOMIC dataset, enabling builders to quickly create AI models with improved human-like reasoning. It's valuable for entrepreneurs looking to develop smarter AI products or services without deep technical expertise.
Fine-tune Gemma 4 with Unsloth Studio using the ATOMIC dataset to improve human-like reasoning (intentions, emotions, cause-effect).
No-code setup โ Train โ Push to Hugging Face โ Compare results.
@UnslothAI
Watch:
Google's AI Edge App now lets developers build fully offline AI agents for iOS and Android. This unlocks new product ideas, like real-time translation, that work without internetโideal for privacy, speed, and unique mobile experiences.
Available now on the Google AI Edge App for iOS and Android. People are already building on it. Someone shipped a real-time offline translation app within hours of release.
What's the first thing you'd build with a fully offline agent on your phone?
Remio is pitched as an all-in-one AI product that eliminates the need to stitch together multiple tools, offering a streamlined, end-to-end solution for builders. This can help entrepreneurs ship products faster and with less technical overhead.
4/ AK called it: โan incredible new product.โ
That product is already here remio.
Stop stitching together tools.
Start using something that actually works end-to-end.
Try it here:
A new AI system combines vision, coding, and RL across 30+ tasks, with a web interface and API for easy integration. Builders can leverage this to rapidly prototype or enhance AI-powered products and tools.
- Unified system, combines vision + coding with CogViT encoding and RL training across 30+ tasks
- Supports multimodal search/drawing/web reading
- Web interface and API for integration into tools and agents.
More where that came from:
buff.ly/cnevuja
Nuwa is a new tool that lets you distill and replicate the thinking patterns of top crypto personalities as AI agents. Builders can leverage this to create unique products or services powered by expert-level AI personas.
XP MACRO ECOSYSTEM INSIGHT
// DISTILLING CRYPTO MINDS INTO AI AGENTS
Crypto Twitter is experimenting with a new AI distillation tool named "Nuwa," created by
@AlchainHust
, which claims to extract and clone the thinking patterns of prominent figures.
Min
@zeroxmin
,
MemoryOS is a new tool designed to solve the 'goldfish memory' problem in AI development by retaining and understanding developer context across sessions. This can help builders create smarter, more efficient AI-powered products with less friction.
Late nights, clean code, and a lot of coffee
Working on MemoryOS to solve the "goldfish memory" problem in AI development. where i built a system that doesn't just store data it understands developer context across sessions.
Performance check:
Top of MemoryBench
Low
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AI toolsdeveloper productivitycontext managementmemoryautomation
A suite of free AI-powered tools for developers, covering stack selection, portfolio scoring, resume simulation, interview prep, and ready-to-use prompts. Builders can leverage these to streamline their own workflows or package similar solutions for others.
From choosing your first stack to using AI like a senior engineer, we built a free tool for every stage.
Stack decision matrix. Portfolio scorecard. ATS resume simulator. 48-hour interview triage with STAR builder. 5 structured AI prompts you can copy-paste into any LLM.
5 tools.
A simple tool (CurePrompts.com) was built in 30 minutes to help users give better instructions to AI, addressing a real pain point. The creator is also hosting a live workshop on building and shipping AI tools quickly, which is valuable for entrepreneurs looking to rapidly prototype and launch AI-powered products.
Most people arenโt bad at AIโtheyโre bad at giving it instructions.
So I built
CurePrompts.com in ~30 minutes to fix that.
Simple tool. Real problem. Shipped fast.
Iโll show you how LIVE:
4/28 โข 6:30โ8:30 PM (Zoom)
aiBuildWorkshop.com
Google's free Gemma 4 AI model is now available for anyone to try in the AI Edge Gallery app, including on iPhones. Builders can leverage this to create or demo AI-powered apps that run locally, expanding product possibilities and user reach.
GIGAZINE: Google's free local AI "Gemma 4" can now be tried by anyone in the official Google app "AI Edge Gallery" to showcase its power, and it can even run locally on iPhone
LoongClaw is a customizable Rust framework for building AI agents, enabling entrepreneurs to rapidly prototype and deploy unique AI-powered products or services.
Build and customize any ai agent with this minimalist rust framework.
LoongClaw is not meant to stop at being another generic claw.
It also reflects the way people want to work: respect differences, stay open, practice reciprocity, think long-term, and stay grounded.
OpenMark AI lets builders benchmark over 100 AI models for accuracy, speed, and cost on their own tasks, helping them choose the best model for their product or service. This can save time and optimize performance for AI-powered businesses.
Side project showcase - check out OpenMark AI - Benchmark 100+ AI models on your task for accuracy, speed, and cost. -
sideprojectors.com/project/75479/
โฆ
@sideprojectors
#sideproject #makers #entrepreneur #openmark-ai
@OpenMarkAI
Highlights OpenAI's rapid prototyping approach, enabling builders to ship MVPs in hours using a 'vibe coding' philosophy. This mindset and workflow can help entrepreneurs quickly validate and monetize AI product ideas.
7. The OpenAI "Ship It Today" MVP Launcher
"You are a product engineer from OpenAI's rapid prototyping team who ships minimum viable products in hours not months โ because Karpathy's vibe coding philosophy means the gap between 'I have an idea' and 'people are using it' should
PexAI offers a codified framework that streamlines product engineering by integrating AI automation, reusable blueprints, and shift-left QA. Builders can leverage this to accelerate product delivery and improve reliability, making it valuable for launching AI-powered products faster.
- ๐๐๐ฑ๐๐ โ Codified product engineering framework combining AI automation, reusable blueprints, and shift-left QA into one repeatable delivery system
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build a SaaS on top of itoffer it as a servicerecurring
A production-ready framework for building AI agents with strict schema validation and automated retries, enabling faster and more reliable deployment of LLM-powered products. Ideal for builders who want to ship robust AI features quickly.
This GitHub repository lets you build reliable AI agents with structured outputs and strict validation using Pydantic
A production-first framework that treats LLMs like typed systems - enforcing schemas, validating responses, and handling retries automatically
Built by the team
A tool or method to add robust, hybrid search-enabled memory to AI agents, enabling more advanced and reliable automation products. This can help builders create smarter, more persistent AI-powered services.
Add production-grade memory with hybrid search to any AI Agent.
OpenClaude lets builders run Claude-style workflows using any major AI model (OpenAI, Gemini, Ollama, etc.) from a single CLI. This streamlines development and experimentation for those building AI-powered products.
OpenClaude
Run Claude-style workflowsโฆ with ANY model.
โ OpenAI
โ Gemini
โ Ollama
โ more
All from one CLI.
A developer shares 5 AI tools that automate and accelerate core coding tasks, enabling faster shipping and less manual work. Builders can leverage these tools to boost productivity and reduce time-to-market for new products.
5 AI tools that replaced 50% of my workflow as a full-stack developer:
I ship faster, debug quicker, and barely start from scratch anymore.
Hereโs what I use and how
EitherwayAI offers a unified front end that connects essential tools and skills for product creation, enabling entrepreneurs to launch AI-powered products without coding expertise. This lowers the barrier to entry for builders looking to quickly validate and ship ideas.
If you've got an idea for a product, but still feel uncomfortable wiring together a set of vibe coding skills, then
@EitherwayAI
is the product for you :)
They've done all the hard work picking out the right tools / skills and have wired them all together in a common front end
A platform offering multiple rapid deployment options for code and AI models, including Docker, GitHub, and plain English descriptions. This empowers builders to ship products faster and retain full control over their IP.
Code to live in minutes. Five ways to ship:
โ Custom Docker image from your registry
โ Upload an image directly
โ GitHub repo with full CI/CD
โ Just a Dockerfile (we build it)
โ Or describe it in plain English (Makerโข)
You keep your models, your data, your IP. The grid
TurboQuant enables runtime quantization, letting builders extend Gemma 4 26B's context window by 42% while maintaining usable output speed. This unlocks more powerful AI apps with larger context at lower hardware cost.
If you werenโt convinced before about TurboQuant, check out
@Prince_Canuma
latest experiment. He extended the native context window of Gemma 4 26B by 42% and maintained an acceptable 23 tps output speed (the trade off).
Remember TurboQuant is a runtime quantization
Soopreme offers 150 pre-built AI development stacks with ready-to-use prompts, enabling builders to skip research and accelerate product development. This can help entrepreneurs rapidly prototype and launch AI-powered tools or services.
Building Soopreme โ 150 AI dev stacks with ready prompts so you skip research and just build.
Soopreme offers 150 pre-built AI development stacks with ready-to-use prompts, enabling builders to skip research and accelerate product creation. This can help entrepreneurs rapidly prototype and launch AI-powered tools or services.
Building Soopreme โ 150 AI dev stacks with ready prompts so you skip research and just build.
Journey enables sharing and reusing AI agent workflows, solving a major pain point for builders who previously had to recreate workflows from scratch. This can accelerate product development and collaboration in the AI space.
@MatthewBerman
might have hit the nail in the head with 'Journey'
The biggest challenge with AI Agent workflow was sharing it, if I built something then others had no way to re-use it, it needed to be recreated from scratch.
Journey is like npm for Agent Workflows where
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A new tool, CurePrompts.com, was built in 30 minutes to help users give better instructions to AI. The creator is hosting a live workshop to show how it was built, offering insights for builders on rapid product development and solving real user pain points.
Most people arenโt bad at AIโtheyโre bad at giving it instructions.
So I built
CurePrompts.com in ~30 minutes to fix that.
Simple tool. Real problem. Shipped fast.
Iโll show you how LIVE:
4/28 โข 6:30โ8:30 PM (Zoom)
aiBuildWorkshop.com
Replit's Agent 4 enables entrepreneurs to ideate, design, and deploy AI apps in a single interface, supporting parallel agents and live deployment. This tool can significantly speed up building and shipping AI-powered products.
Try Replit's Agent 4 for end-to-end AI app development: ideate, design, and deploy in one interface. Perfect for parallel agents and live deployment. Watch the demo here.
youtube.com/watch?v=tGbBzy
โฆ
Shipproof is an AI agent that autonomously tests apps, writes its own tests, and finds bugs, making quality assurance accessible for dev teams without dedicated testers. Builders can leverage this to ship more reliable products faster and with less manual effort.
Most dev teams ship without QA because they can't afford a dedicated tester. Shipproof fixes that. An AI agent that crawls your app, writes its own tests, and catches bugs while you sleep.
A streamlined workflow for running code on remote GPUs via oncompute.ai, letting builders quickly deploy and monitor jobs with minimal setup. This tool can accelerate AI product development by simplifying infrastructure management.
The workflow is very straightforward. You open the dashboard (
oncompute.ai), choose environment & resources, fund the job, and generate token.
Your code editor opens with everything ready. You click run and the job starts on a remote GPU while you watch the logs live.
A new mapping guide helps developers translate code systems between Claude, OpenAI Codex, and Google's Gemini ecosystem, streamlining cross-platform AI development. This enables faster prototyping and product shipping for builders leveraging multiple AI APIs.
A couple weeks ago, I published a Rosetta Stone for transposing
@claude
Code systems onto
@OpenAI
Codex. Didn't exist, so I made it. Now I've done the same thing for
@Google
's Gemini ecosystem: Gemini CLI, Apps Script, ADK, Cloud Functions, Vertex AI.
A blog post explains five ways to customize agent harnesses using LangChain middleware, offering practical patterns for building more flexible AI-powered products.
did a big series on using
@langchain
's middleware to customize your agent harness last week
icymi, here's a quick blog explaining 5 different patterns for harness engineering!
A new AI-powered workspace, launched by 'participate procenteo', streamlines app development with a Handoff system for deep-dives, spec-engineering, and build sessions. Builders can leverage this tool to accelerate complex project workflows.
Personal AI Workspace - participate
Launched by "participate procenteo" in Terminal
Purpose: building the
procenteo.pl app - this is how I work on the Apps. The Handoff system manages deep-dives, spec-engineering, and build sessions - so every complex work is a
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AI workspaceapp developmentworkflow automationproductivity
AI Studio lets you quickly replicate and modify your app's UI without impacting the live product, speeding up design iterations for builders. This can help entrepreneurs ship updates faster and test ideas with less risk.
Life Hack: You can use AI Studio to replicate the UI of your app so you can run modifications to your design quickly and easily without having to affect your app.
Helped me out a LOT with my app..
Proto.io is a robust prototyping tool with UI libraries and templates, enabling entrepreneurs to quickly design and test interactive app ideas before development. This speeds up product validation and iteration for builders.
Proto.io-
ProtoProto.io
A high-fidelity prototyping platform to create complex, interactive prototypes like real apps.
It has UI component libraries, templates, an icons library, and many more features all in one.
A new kit turns visual SwiftUI tips into agent-ready resources, enabling AI tools like Claude and Codex to generate more accurate, version-aware SwiftUI code. Builders can leverage this to enhance their own AI-powered dev tools or content.
Just launched something cool for iOS developers
I turned my visual SwiftUI tips into an agent-ready kit for AI tools.
It helps tools like Claude, Codex, and Grok generate better, more version-aware SwiftUI answers.
Launch link below:
AIURM/AIUAR proposes a new way to run AI-driven workflows where the model itself acts as the executor with direct filesystem access, removing the need for frameworks or orchestration layers. This could simplify building and deploying AI-powered automations for entrepreneurs.
Simplifying AI-Driven Workflows with Persistence and Governance
No framework. No daemon. No orchestration layer.
The executor is the model itself, with filesystem access.
AIURM
AI Universal Reference Marker
AIUAR
AI Universal Address Reference
AIURM/AIUAR is a set of
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AI workflowautomationgovernanceinfrastructurebuilder tool
A concise workflow for developers to efficiently use AI in coding projects, breaking tasks into units and iterating with code and tests. This helps builders ship AI-powered products faster and with fewer errors.
AI Workflow Cheat Sheet for Developers
โข Start with intent โ โWhat am I building?โ
โข Break into units โ functions, endpoints, components
โข Prompt per unit (not whole app)
โข Generate code + tests together
โข Run locally โ catch real errors
โข Paste errors back โ get
GitHub Copilot now lets users set firewall rules for its cloud agent, giving builders and IT teams more control over data flow and security. This update makes Copilot more viable for enterprise and regulated environments, expanding its use cases.
GitHub Copilot just dropped firewall settings for its cloud agent! Finally, some control over where those AI coding suggestions are flying. Now my IT dept can sleep a little easier. #AI #Security
SciClaw streamlines research by integrating knowledge capture, task execution, and data analysis into a continuous workflow. Builders can leverage it to accelerate product development or offer enhanced research automation services.
SciClaw is more than a productivity tool. It connects knowledge capture, task execution, data analysis, and workflow improvement into a continuous research loop.
Less repetition. More insight. Focus on discovery.
You can try it here:
sciclaw.ai
#SciClaw
This tweet highlights running the powerful Gemma 4 26B model locally on macOS using llama.cpp, enabling builders to leverage advanced AI capabilities without cloud costs or dependencies.
Ejecutando OpenCode con Gemma 4 26B en macOS (a travรฉs de llama.cpp)
A curated list of advanced tools and models for building a high-performance AI coding workspace. Useful for entrepreneurs seeking to speed up product development and streamline workflows.
Dream AI workspace:
- Cursor 3 UI
- Ghostty Terminal
- T3 Code performance and OSS
- OpenCode model support
- WindSurf arena mode
- Codex compaction
- VS Code source control
(dream model in comments)
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AI toolsdeveloper productivityworkspacecodingautomation
write a newsletter/blog about itpost about it on Xaudience building
Trove is a command-line tool that aggregates bookmarks, likes, and chats from multiple platforms, making it easier for builders to collect and organize content for further automation or productization.
I'm working exactly on this right now. Trove is a CLI tool that pulls in your content from the web.
Pull in your:
- X bookmarks and Likes
- Substack saves and likes
- ChatGPT chats (markdown)
- Claude chats (markdown)
- GitHub stars
- HN
It'll also hydrate the external links
A builder shares how Replit's Agent 4 transformed their app development process, showcasing a live AI-powered app. This highlights a new tool that can accelerate product shipping for solo entrepreneurs.
This is Agent 4 by
@Replit
.
And it completely changed how I build.
Hereโs the app I created:
โฆ
-detailer--swapnilrtighare.replit.app
Replit Agent now offers a 'Stock Analyzer' skill, making it easier for builders to integrate stock analysis features into their apps or workflows. This can accelerate development for entrepreneurs targeting finance or investment niches.
Just ask the Replit Agent to use the "stock analyzer skill" or click the + button on the input box after logging in and select the "Stock Analyzer" skill.
This paper introduces a novel method for image segmentation using vision-language models to generate and refine vector-based masks. Builders can leverage this technique to enhance AI-powered image editing or annotation tools.
Everybody check out this new Moondream Image Segmentation paper!
They make a VLM produce segmentation in two stages
1. Generate an SVG-like vector-graphics path of the mask
2. Iteratively refine it into a detailed pixel mask
Added to Paper Breakdown!
A new AI-powered tool, gittime.in, lets developers instantly backdate GitHub commits. This can streamline repo management or automate contribution graphs, offering a unique utility for dev-focused builders.
I'm looking to #connect with people who are interested in:
Build in Public
Developer Tools
Startup Growth
Tech & AI
GitHub Hacks
Check out what I'm building:
gittime.in (An AI tool to backdate your GitHub commits instantly )
Let's and grow with valuable
Google AI Studio offers a free, browser-based playground for experimenting with Gemini prompts before investing in paid tools. Builders can rapidly prototype and refine AI workflows, saving time and money in early product development.
Free AI tip for South Africans: try Google AI Studio before paying for software. It is a free browser playground for testing Gemini prompts and seeing what helps. Start with one real problem, save the prompt that works, then build from there.
AI Studio's ai.dev/build lets builders generate custom HTML, CSS, and JS code for unique UI needs, streamlining frontend development. This can speed up prototyping and product launches for entrepreneurs.
Definitely try
ai.dev/build in AI Studio, if you have custom requirements for CSS or the HTML!
If you don't need to render in-app, you could also just ask Gemini to render the code (HTML and CSS, as well as JS if needed)
Mentions improvements in Google AI Studio's bf16 support and llama.cpp's Gemma 4 chat template, signaling more robust and reliable AI dev tools for builders.
I tried the bf16 from Google AI Studio in OpenCode, Pi and SoulForge, the tool calling is fine.
For llama.cpp, I think they have fixed Gemma 4 chat template over the last few days.
PocketPal AI lets users run Gemma language models 100% locally on their phones, enabling private, offline AI chat. Builders can leverage this tool to create privacy-focused AI apps or content around local LLMs.
Here is how to get it.
On your phone:
1. Download the PocketPal AI app from the App Store
2. Open the app and pick a Gemma model through Hugging Face
3. Download the model
4. Start chatting, everything runs 100% locally and private (no internet needed after setup)
On your
Shroud.us offers confidential compute AI and private blockchain finality, enabling builders to create secure, privacy-focused AI applications or services. This is valuable for entrepreneurs targeting industries with strict data privacy needs.
If you need confidential compute ai and private blockchain finality check out
shroud.us
A new app integrates a real World Model layer with rendering, memory, filters, dialogue continuity, and a local graph runtime. Builders can leverage its local AI agent to streamline install and runtime setup, accelerating product development.
If the app doesnโt launch cleanly yet, use your local AI agent to help finish the install and runtime setup.
The app already includes the real World Model layer with proper rendering, memory structure, filters, dialogue continuity, and a local graph runtime.
Thereโs also a
A new tool enables real-time collaborative coding with Claude, allowing users to edit files together and get instant AI responses. Builders can leverage this to speed up development or integrate similar features into their own products.
Got really annoyed with windsurf's mcp with claude code.
So I just rebuilt my own.
Enjoy live collaborative coding with claude and the ability to type into whatever file is being edited and have claude respond right there, enabling better collaboration.
Optimal AI has released an update requiring users to switch their connector to use get_game_projections, signaling active development and new capabilities for builders leveraging their API. Staying updated ensures continued access and potential for enhanced product features.
Optimal AI is shipping -- make sure to update your connector to use get_game_projections
Codexbar introduces Session Analytics, offering detailed stats on AI coding sessions, tool usage, and failure rates. Builders can leverage these insights to optimize their AI-powered products and improve user experience.
Just shipped Session Analytics for codexbar
@steipete
Now you can see exactly how your AI coding sessions perform:
- Median duration & tool call stats
- Tool failure rate
- Top tools breakdown with usage %
- Full recent session history
ChatBridge is a newly launched AI chat platform featuring 5 embedded apps and advanced features like sandboxed iframes and OAuth2. Builders can use it as a foundation or inspiration for creating multi-tool AI chat products.
Shipped ChatBridge
An AI chat + 5 embedded apps (Chess, Language Tutor, Encyclopedia, Whiteboard, Spotify)
Sandboxed iframes
Dynamic tool discovery
Admin review dashboard
OAuth2 with httpOnly cookies
Live demo:
chatbridge-production.up.railway.app
@gauntletai
Google AI Edge Gallery lets anyone run Gemma 4 locally on iOS/Android for free, no account needed. Builders can leverage this to prototype or demo AI-powered mobile apps without backend costs.
The app to use it is called Google AI Edge Gallery. Available on iOS and Android. You download it โ download Gemma 4 with WiFi โ done. Forever. No account. No paying anything.
Monogatari is highlighted as a lightweight engine that can be integrated with AI for dynamic, on-the-fly content generation. Builders can leverage this tool to rapidly prototype or deploy interactive AI-powered experiences.
You check out monogatari yet? Great little engine. Have been messing around hooking it into AI for on the fly generation and works pretty good once you get the backend sorted out
A technique to make Llama.cpp's Gemma 4 E2B prefill 90% faster by skipping late layer prefill, which can significantly speed up AI-powered apps relying on this model. Useful for builders optimizing inference latency.
made the llama cpp gemma 4 E2B prefill 90% faster by skipping late layer prefill
this is a little tricky because the last token of prefill still needs to go through all layers.
GitTime uses AI to backdate commits, generate realistic PRs, and write dev-level commit messages, letting users quickly 'fix' their GitHub contribution graphs. Builders can leverage this tool to create similar automation products or offer services to developers seeking to enhance their profiles.
Missed a few days on GitHub and now your graph looks dead?
Same.
So I built GitTime:
โข Backdate commits
โข Generate real-looking PRs
โข AI writes dev-level commit messages
Fix your graph in seconds
This tweet shares a config tip for connecting OpenClaw to a local AI proxy, enabling seamless switching between top AI models. Builders can use this to quickly integrate and test multiple LLMs in their products.
Step 4: Point OpenClaw at the proxy
In openclaw.json set:
anthropic baseUrl = http://127.0.0.1:18801
Default model: claude-opus-4-6
Fallbacks: Sonnet 4.6, then GPT-5.4
The tweet compares Claude code and Open Claw for AI coding, highlighting that Claude code can replicate Open Claw's features at a lower cost and with different security risks. Builders can leverage this insight to choose more cost-effective AI tools for their projects.
I'm with the Claude code faction, you knowโ
Since I was able to pretty much recreate everything you can do with Open Claw, I compared the security risks and costs, and went with cost
Hammerspace has launched its AI Data Platform, enabling faster deployment of AI solutions anywhere. Builders can leverage this platform to streamline AI data workflows and accelerate product development.
Deliver a faster path to AI anywhere with
@Hammerspace_Inc
's AI Data Platform.
@SHI_Intl
has been a key partner in the development and testing of the Hammerspace AI Data Platform solution.
The Hammerspace AI Data Platform is available now.
okt.to/dMmINp
A new Electron skill for Claude allows desktop access, CLI debugging, error capture, and code fixes, streamlining AI-powered development workflows. Builders can leverage this to accelerate product iteration and automate debugging.
I added the
@vercel
Electron skill for Claude, that is the slickest thing ever. Gave access to Claude desktop, and now he can just debug via cli, capture errors, write fixes (via claude code MCP I built), can do pretty much everything. Very, very slick!
This tweet recommends ChatGPT for general tasks and Claude Opus 4.6/4.5 for more advanced needs, helping builders select the best AI model for their projects and automations.
For general work - ChatGPT - get the go plan
If you want something more advanced - Opus 4.6/4.5 on Claude
Google's lightweight Gemma AI model now powers local, accurate speech-to-text on iOS, auto-correcting filler words and errors. Builders can leverage this for apps needing fast, privacy-friendly transcription.
Google's new application of its lightweight AI model Gemma with AI Edge Eloquent, which performs local transcription like Wispr Flow by correcting the text to remove "uh.." and other pronunciation errors, currently available on iOS
Jam is a collaborative web-based coding terminal that integrates with Claude Code, enabling real-time teamwork. Builders can leverage this tool to accelerate product development or offer collaborative coding experiences.
Introducing Jam, a multiplayer vibe coding terminal on the web.
Spin up a Jam, connect your Claude Code, and share a link to your friends to work together real-time!
Built with Jam and
@lkronhubbard
@bryanhpchiang
@leithnyang
The tweet shares a practical method for using AI to build apps: write test expectations before generating code to catch logic errors early. This helps builders ship more reliable AI-powered products and avoid costly bugs.
8 apps on the app store built with claude code. my approach - write the test expectations yourself before letting AI generate code. if you know what the output should be you catch the hallucinated logic early. happy path alone misses edge cases AI confidently ships
A builder showcases a custom retro game launcher made with Claude AI, featuring themes, automation, and controller support. This highlights how AI can accelerate building polished, feature-rich apps for niche markets.
Anyways, been using Claude AI and Built up my Own Retro Game Launcher
here is the front end,
Has custom themes,
Animated background,
Per Emulator Themes
Built in scraper,
Favourites bar,
Controller support,
Backup tool
Attract Mode to Showcase Games when idle
EPIC !
๐ 158 viewsโค 2๐ 2๐ฌ 0๐ 02.5% eng
AIgame launcherautomationClaudebuilder
build a SaaS on top of itfork and ship itrecurring
A tool that wraps bash calls to filter outputs and save tokens, highlighting the importance of harnesses and context engineering for AI workflows. Builders can use this to optimize AI pipelines and reduce costs.
cool harness hook that wraps every bash call and does tons of output filtering to save a big % of tokens
codex is either gonna love this or be confused beyond saving bc it loves bash for everything
me the broken record: harness & context engineering matter
๐ 21,095 viewsโค 130๐ 9๐ฌ 7๐ 1290.7% eng
Endexia.tech offers a hardware device for running open-source AI models, providing builders with a plug-and-play toolbox for enterprise AI applications. This could accelerate product development for those leveraging open-source AI.
Sure, Elon.
We have
endexia.tech an enterprise Ai Device for open-source models toolbox.
Paribus 365 Free Edition helps automate and improve Dynamics 365 data quality, making it easier for builders to prep client data for AI-powered solutions or services.
We recently announced our new Paribus 365 Free Edition, designed to help you take control of your #Dynamics365 data and become truly AI-ready.
Try it now...
buff.ly/2CtNyBe
#AIData #AIReady #DataManagement #DataQuality
RouteAI enables automated PCB layout reviews and intelligent routing suggestions using AI that runs locally via Ollama. Builders can leverage this tool to speed up hardware design workflows or create new solutions for electronics engineers.
With RouteAI, you can automate layout reviews, get intelligent routing suggestions, and analyze projects using AI, all running locally on your machine through Ollama.
Learn more:
embarcados.com.br/llm-local-no-d
โฆ
#RouteAI #PCB #IA #DesignEletrรดnico #LLM
Skapi promises a way to store and use your data through AI, build apps without backend setup, and generate outputs from your data inside ChatGPT and Claude. This could let solo builders rapidly prototype and launch AI-powered tools with minimal infrastructure.
Skapi inside
@ChatGPTapp
&
@claudeai
isnโt just a feature.
You will be able to:
โ Store & use your data through AI
โ Build apps without backend hassle
โ Generate real outputs based on your data
Launch in April'26
#AItools #SoftwareDevelopment #Automation #BuildInPublic
OpenClaw introduces 'Dreaming', an experimental, opt-in system for AI memory consolidation, enabling more durable and explainable memory phases. Builders can leverage this to create smarter, more persistent AI agents or products.
Dreaming is OpenClawโs experimental, opt-in memory consolidation system, promoting meaningful short-term signals into durable memory through explainable light, deep, and REM-style phases.
docs.openclaw.ai/concepts/dream
โฆ
This tweet highlights the importance of adding evaluation tests to AI products to prevent quality regressions. For builders, implementing evals is crucial to move from demo to reliable product, ensuring user trust and long-term success.
If your AI app has no evals, you donโt have a productโyou have a demo. Add one failing test for quality regressions before you ship again.
Google has quietly released an AI-powered dictation app built with Flutter that works offline. Builders can leverage this tech to create voice-driven apps or integrate offline speech-to-text features into their products.
Flutter่ฃฝใ (ใยด๏ฝฅโฟ๏ฝฅ๏ฝ)
Google quietly launched an AI dictation app that works offline
techcrunch.com/2026/04/06/goo
โฆ via
@techcrunch
A new tool, Git AIC, automates writing clean, meaningful commit messages using AI. Builders can leverage this to speed up development workflows or integrate similar AI features into their own dev tools.
Dear developers,
Stop cracking your brains for commit messagesโฆ
I built Git AIC, an AI-powered commit generator.
Just run:
"git aic"
โฆand get clean, meaningful commits from your changes.
No more:
"fix stuff"
"update code"
"final fix"
AgentLoka.ai offers an identity layer for autonomous AI agents, enabling builders to register and manage agent identities. This can streamline development of agent-based SaaS or marketplaces where agent authentication and trust are critical.
Autonomous AI agents need their own identity layer. I built one -
AgentLoka.ai
Iโve been working on
AgentLoka.ai, an identity registry for autonomous AI agents.
The idea is simple: an agent should be able to register itself once, keep its root registry
SphereIntegrationHub v1.5 is a new CLI tool for managing complex API workflows as code, offering a streamlined alternative to Postman for developers. Builders can leverage this to speed up integration-heavy projects or create new automation products.
He publicado SphereIntegrationHub v1.5 despuรฉs de 6 meses de desarrollo
Una herramienta CLI para orquestar APIs complejas como cรณdigo.
Si usas Postman pero odias exportar colecciones, este thread es para ti
A builder showcases a system using DSPy and GEPA to optimize competing AI agents via adversarial debate. This highlights advanced prompt optimization techniques that can be leveraged to build smarter, more autonomous AI products.
Most prompt optimization demos show one agent getting better at one task. But what happens when you optimize three agents that are competing with each other?
I built a multi-agent adversarial debate system with DSPy and GEPA to find out
๐ 295 viewsโค 2๐ 0๐ฌ 0๐ 20.7% eng
multi-agentprompt optimizationDSPyAI agentsdebate
write a newsletter/blog about itpost about it on Xaudience building
An internal tool at beehiiv uses AI to flag content that lacks a clear point of view, helping creators avoid generic or vague writing. Builders can use this concept to improve content quality or develop similar tools for clients.
I built an internal tool at beehiiv.
One job: make sure none of our content reads like AI slop.
We use AI constantly. That's not the point.
The tool doesn't flag content as "AI-written". It flags content that has lost its point of view.
- Generic claims.
- Vague sentences.
-
๐ 43 viewsโค 2๐ 0๐ฌ 0๐ 04.7% eng
content qualityAI writingeditor tooloriginality
build a SaaS on top of itoffer it as a servicerecurring
Octolens aggregates social, news, and podcast data with AI relevance filters, helping builders track trends and cut through noise. Useful for entrepreneurs seeking to spot opportunities or automate research.
Hey! Check out my tool
@Octolens
. On top of social data we also cover news and podcasts for the trend element you mentioned. Our AI relevance filters can help with the chaos ;)
KTA-Oracle provides whale alerts, live payment rates, and compliance data for AI agents on Keeta. Builders can leverage this tool to enhance AI-powered financial or compliance products, speeding up development.
If you want to see what I've been working on, check out KTA-Oracle.
Built for AI agents on Keeta: whale alerts, live global payment rates, and deep compliance data. Any feedback or support helps me a ton!
@KeetaNetwork
$KTA
Simform is deploying an AI-led SDLC accelerator, including a VS Code extension with context-aware AI agents for code exploration and workflow automation. Builders can leverage or integrate such tools to speed up product development and offer enhanced dev services.
At
@Simform
, we're already applying this in real delivery through AI-led SDLC accelerators:
- ๐๐จ๐๐๐๐จ๐จ๐ฅ๐ฌ โ VS Code extension with context-aware AI agents for codebase exploration, IaC analysis, and cross-role developer workflow automation
๐ 0 viewsโค 0๐ 0๐ฌ 0๐ 00.0% eng
AI agentsdeveloper toolsworkflow automationVS CodeSDLC
A new CLI tool to manage and lint AI coding assistant configs (Claude, Cursor, Codex) in one place, saving time for developers. Useful for builders streamlining AI dev workflows or creating dev-focused products.
just released v0.1.0 of the Agent CLI !
made a cli to manage ai coding assistant skills in one place. scans what's loaded across claude code, cursor and codex, lints configs, shows token cost. saves me from digging through config folders
started simple, got a lot more features
cloud.enops.dev offers an AI-powered IDE for designing and optimizing database schemas, while bhoomitraproperties.com.np showcases a fullstack real estate platform. Builders can leverage these tools to accelerate SaaS or property tech projects.
cloud.enops.dev AI-powered IDE to design, visualize, and optimize database schemas.
bhoomitraproperties.com.np a fullstack real state
A new workspace tool designed for AI terminals with repo-level scope, potentially streamlining development workflows for AI-powered projects. Builders can leverage this to speed up prototyping and deployment.
A new repo-scoped workspace for AI terminals
Pls roast me
Highlights major engineering wins: a reusable atomic table library, React/Next.js modernization for rapid deploys, and an internal AI control plane. These tools and approaches can help builders ship products faster and with fewer bugs.
Biggest wins:
โข Built & shipped reusable atomic table library โ 5x faster dev time, ~90% fewer table bugs
โข Led legacy โ modern React/Next.js modernization โ daily deploys instead of monthly
โข Delivered internal AI control plane (HIPAA-sensitive) + visual code-diff tool (3x
๐ 0 viewsโค 0๐ 0๐ฌ 0๐ 00.0% eng
dev toolsReactNext.jsAI infrastructureproductivity
A transparent breakdown of a builder's monthly spend on essential AI tools and APIs, offering a real-world benchmark for solo entrepreneurs planning their own product or automation stack.
my entire monthly build stack:
Claude Max: $100
ChatGPT Pro: $20
Gemini Pro: got it for $0
Vercel Hobby Plan: $0
X sub for my product acc: <$5
OpenAI + Anthropic API: $20โ30
Twitter API: $10โ20
A few other free tools (no openclaw)
total: ~$150โ175/month
Hammerspace and Secuvy have launched an AI data platform enabling secure, compliant data mobility for enterprises in regulated sectors. Builders targeting these industries can leverage this tool to create AI-powered solutions that meet strict compliance and security requirements.
@Hammerspace_Inc
's AI Data Platform is a true game-changer for enterprises deploying AI in regulated industries.
@SecuvyA
& Hammerspace collaborated to create a trusted solution allowing AI-ready data to move anywhere, risking security in the process.
okt.to/rzdTVL
Clitic is a new tool that evaluates how well your CLI tools can be used by AI agents, helping builders ensure their automations and agent workflows don't break. This is valuable for anyone integrating CLI tools into AI-powered products or services.
You asked, we delivered.
Just shipped (*) clitic โ a tool that scores your CLI tools for AI agent use
You can build the most capable agent in the world, but if your CLI doesn't speak
"AI agent", it breaks every time
sheepseb.github.io/cli-jentic/
#AI #DevTools #AgentFirst
Highlights how Claude Code accelerates prototyping and Cursor streamlines debugging, emphasizing the importance of knowing when to leverage AI versus manual effort. This insight helps builders ship products faster by optimizing their workflow.
Claude Code for rapid prototyping and Cursor for debugging. The real time-saver is knowing when to let AI handle the grunt work and when to go deep yourself.
This tweet highlights using Claude AI to rapidly build and present a fully functional, branded product demo with real data. It demonstrates how AI can accelerate product development and impress stakeholders, offering a blueprint for builders to ship faster.
I built the demo with
@claudeai
.
Fully functional. Brand colors. Brand language. Real data structure.
Not a mockup. Not a slide deck.
A working product โ presented live to leadership.
Freestyle's new sandboxes let devs test AI code instantly, removing setup friction. This speeds up prototyping and lowers barriers for building and iterating on AI-powered products.
Freestyle just launched sandboxes for coding agents (250 upvotes). Devs can now test AI code without setup. The AI dev tooling space is getting interesting.
This highlights a method or tool that enables AI coding agents like Claude Code, Cursor, and Codex to read and utilize files, expanding their automation and coding capabilities. Builders can leverage this to enhance their own AI-powered tools or workflows.
10/
And it works with everything:
โ Claude Code
โ Cursor
โ Codex
โ Any AI coding agent
If it can read files, it can use this.
Cloudflare showcases a self-guided demo of its AI Security for Apps, highlighting protection against data leakage, prompt injections, and other AI-specific threats. Builders can use this tool to secure their AI-powered products, increasing trust and compliance.
Check out our self-guided demo and see how Cloudflare AI Security for Apps stops data leakage, prompt injections, jailbreaking, toxic interactions, and more.
cloudflare.com/demos/protect-
โฆ
Gemini in Chrome now lets users save prompts as reusable 'skills' via a new flag, streamlining repetitive AI tasks. Builders can leverage this to speed up workflow automation or create demos/tutorials for their audience.
Skills are coming to Gemini in Chrome. Once you activate the flag in Chrome Canary, you can save any prompt you use as a skill that can be reused in the future. You can then summon the skill by typing a slash which will bring up your custom skills (and some Gemini has created
Google's Gemini API currently offers a generous free tier, allowing 1500 requests per day, but it's not recommended for production. Builders can prototype AI-powered tools or demos at no cost, accelerating product validation.
Gemini API usage is free with 1500req/day at the moment, but not recommended for production use.
Highlights a simple tech stack (bun, gemini-sdk, ink, shiki, zod) for quickly prototyping AI code agents, helping builders experiment with agent principles before tackling complex production systems.
If you're just writing a code agent demo, it's really pretty simpleโbun + gemini-sdk + ink + shiki + zod can whip up the most basic demo to get a feel for the principles. Of course, a truly mature and complete one is still incredibly complex, like Claude Code or Codex and those.
A guide on improving AI model inference efficiency using Cursor, covering both hardware and software optimizations. Builders can leverage these insights to create faster, more cost-effective AI-powered products.
Great timing, I've just posted an Article how to get better and more efficient output using Cursor, here the hardware/software side of how the team optimizes AI model inference for all our users.
x.com/cursor_ai/stat
โฆ
This tip shows how to use Hugging Face's hardware profile feature to quickly see if your Mac can run specific local AI models. Useful for builders evaluating hardware before investing in local AI workflows.
ๆณ็ฅ้ไฝ ๆไธๆๆณ่ฒท็ Mac ่ฝ่ทไป้บผๆฌๅฐๆจกๅๅ๏ผ
1. ๅป Hugging Face ่จปๅๅธณ่
2. ๅจๅธณ่่จญๅฎๅกซๅ ฅ็กฌ้ซ่ฆๆ ผ
3. ้ๆจฃๅญ๏ผๅฐๅๆจกๅ้ ้ขๆ๏ผๅฐฑๅฏไปฅ็ๅฐๆฏๅฆ่ทๅพๅ็้ ไผฐ
A demo showcasing an emergent system built using Claude.ai's public artifacts. Builders can explore this as inspiration or a starting point for their own AI-powered projects.
Got bored created a demo
@toly
claude.ai/public/artifac
โฆ
-Emergent system demo-
Spawn Protocol offers a framework for AI governance that adapts over time. Builders can leverage this to ensure compliance and trust in AI-powered products, which is increasingly important for monetization and scaling.
You should check out
@protocolspawn
AI governance that actually works and evolves
spawn-protocol-f1td.vercel.app
This tweet introduces 'warp decode,' likely a new AI tool or framework. Builders can explore it to speed up product development or integrate advanced AI features into their offerings.
Read about our work on warp decode:
๐ 24,823 viewsโค 78๐ 13๐ฌ 2๐ 770.4% eng
Google's demo site lets you run AI models directly in the browser, showcasing the potential for client-side AI apps. Builders can explore new product ideas or content around browser-based AI capabilities.
You can try it yourself on Google's demo site here. (It takes a bit at first since it has to download the model.)
chrome.dev/web-ai-demos/
The tweet highlights how 'using AI' covers a range of activitiesโfrom chat-based search to coding support and API integrationsโhelping builders better define and communicate their AI-powered offerings.
I think the phrase "using AI" itself is vague and not great.
ใปUsing chat models for searches (like ChatGPT)
ใปUsing coding tools for support or building AI agents (like Claude code)
ใปUsing APIs to build RAG or customize things (like Gemini api)
All of these would fall under
Highlights the gap between rapid prototyping with AI coding tools and the complexities of shipping robust, production-ready products. Reminds builders that while AI accelerates development, strong engineering is still crucial for real-world success.
Vibe coding is fun until production hits
.Anyone can build an app with tools like Cursor, v0, Replit Agent.
But shipping real products? Different game.More bugs. More security risks. More โwhy is this breaking?โ
AI helps but real engineering still wins.
The GitHub CLI is ergonomic for humans but lacks --json support on most subcommands, making it less suitable for AI agent automation. This highlights a common limitation in popular CLI tools that builders should be aware of when automating workflows.
gh (GitHub CLI) โ another agent favourite โ scores C (76.4/100)
same story: great ergonomics for humans, but no --json on most subcommands
this is the #1 issue across every popular CLI tool we've tested so far
#AI #LLM #AIAgents #DevTools #OpenSource #DevTools #Python #CLI
Highlights key syntax differences for Chain-of-Thought prompts between Gemma 4 (vLLM) and Gemini API (OpenAI chat completions). Useful for builders integrating or switching between these LLMs to avoid prompt errors.
PSA: Gemma 4 uses a harmony-like syntax for vLLM with <|channel>thought\n, but the Gemini API (when using OpenAI chat completions) uses for the CoT
Amethyst Mapper+ is an AI-assisted mind mapping tool now open for beta testing. Builders can leverage it to streamline brainstorming, planning, and product ideation workflows.
Amethyst Mapper+ : Visual mind mapping assisted with AI Beta testing currently. Registration is open
Julius AI is being highlighted as a tool, suggesting potential utility for automating or enhancing business workflows. Builders can evaluate if it fits into their stack for faster product development or automation.
A user reports successfully configuring Gemma 4 e2b with Llama server, achieving up to 10 tokens/sec. This highlights practical performance for builders considering local or self-hosted LLM deployments.
Yes, I configure gemma 4 e2b with llama server. Itโs works, but quite slow, up to 10 tokens per second
The tweet shares hands-on findings from building a custom AI CLI, highlighting expected features like model extensibility and image input, but also notes reliability issues with Cursor CLI. Builders can learn from these insights when evaluating or developing similar tools.
I build my own CLI AI, and from what I learned:
Here's what I expect cursor CLI will be:
- Have the abilities to add custom model from other provider, like
@MiniMax_AI
,
@Zai_org
- can paste the image
Issue:
- I tested it on paperclip and the Cursor CLI always fail to do w
A new tool called 'pywho' built with AI (Claude) is being showcased. Builders can explore it as a potential dev tool or inspiration for creating similar AI-powered utilities.
"pywho"
Built with AI using #Claude
#vibecoding #builtwithAI #tool
A user compares Warp's speed to the reliability of tmux + alacritty for complex terminal workflows, highlighting the importance of stable dev tools for builders shipping products.
Tried Warp for 6 months. Fast until you hit complex workflows with multiple panes. Switched back to tmux + alacritty - boring but never breaks.
A builder shares progress integrating Langchain with Gemini AI and working with the CoinMarket API, highlighting practical steps in building AI-powered apps. Useful for entrepreneurs seeking to leverage these tools in their own projects.
day 4 #60DaysofCode
-chill day ig, added Langchain to my project using Gemini AI as my model, having some issues getting data from coinmarket API though
will fix tomorrow
spent the remaining hours of my day reading (computer arch), also registered for
@colosseum
's hackathon