Issue #1 · 2025-08-05

Ilia's Corner

Featured story

The API Goldmine You Didn't Know You Needed

Stop reinventing wheels. The public-apis repo just saved your weekend by curating 1,000+ free APIs that can turn your side project into a feature-rich reality without writing backend code. From weather data to AI image generation, it's the fastest way to ship that MVP you've been talking about.

GitHub Trending · 5 min read

Top stories

Build AI Agents Without the Enterprise Price Tag

Sim Studio just open-sourced the visual agent builder that was previously locked behind expensive SaaS contracts. Drag-and-drop LLM workflows, deploy to production, and stop paying per-agent fees. Your team can now automate customer support or data processing without the enterprise tax.

reddit · 3 min read

Microsoft's MCP Tutorial Finally Makes Sense of AI Integration

Confused about how to make your app actually talk to AI models? Microsoft's new curriculum walks you through building MCP servers in your language of choice (C#, Python, JS, Java) with real code examples. It's the missing manual for AI-native development.

reddit · 8 min read

Run OpenAI-Level Models on Your Laptop

OpenAI just dropped a 21B parameter open-source model that runs quantized on consumer hardware. The same architecture powering ChatGPT, now yours to fine-tune and deploy locally. No API calls, no rate limits, no vendor lock-in.

reddit · 6 min read

WeChat Message Recall Killer

That 'message was recalled' notification in WeChat just became obsolete. This tiny Windows patch removes message recall functionality while adding multi-instance support. Perfect for support teams who need message history for accountability.

reddit · 2 min read

Tools spotlight

Hashcat: Your Password Security Reality Check

Test your users' passwords before attackers do. Hashcat now supports 300+ hashing algorithms with GPU acceleration, letting you audit password security at enterprise scale. Run it against your user database to find weak passwords before they're compromised.

Security Testing

C · 23379 stars

Solidity: Write Smart Contracts That Actually Work

Ethereum's official language just dropped new features that make DeFi contracts safer and cheaper to deploy. If you're building anything on Ethereum, this is your foundation. Skip the tutorial hell and start with production-ready patterns.

Blockchain Development

C++ · 24695 stars

llama.cpp: Now Running GPT Models in 4-bit Float

Your gaming laptop can now run models that previously required cloud GPUs. The latest llama.cpp update adds 4-bit floating point support and makes MoE model offloading trivial. Local AI just became practical for everyday development.

Local AI

C

Research corner

Stop AI From 'Overthinking' Your Budget Away

New research shows how to make reasoning models faster and cheaper without losing accuracy. Perfect for teams burning cash on excessive AI compute. The techniques cut token usage by up to 60% while maintaining performance.

AI Efficiency · Multiple · 12 min read

Trace Your AI's Bad Behavior to Its Training Data

New toolkit traces harmful AI outputs back to specific training examples. Finally understand why your model says problematic things and fix it at the source instead of endless prompt engineering.

AI Safety · Multiple · 15 min read

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