AI
13 posts

Mistral Forge Deep Dive: The Nuclear Weapon for Enterprise Fine-tuning
Spent 3 hours reading the official documentation. Forge wants to turn fine-tuning into an all-in-one service - you just feed it data, and it handles everything else. But how low is the barrier really?

AI Programming Hits the 'Review Bottleneck'? Mistral Drops an Open-Source Bomb
Mistral AI releases Leanstral, the first open-source Lean 4 code agent that lets AI both write code and prove its correctness. Let’s talk about formal verification and AI programming.

AI Agents Finally Make Literate Programming Worth Trying
Literate programming has been around for 40 years but never caught on — because maintaining parallel narratives of code and prose is exhausting. AI agents change that equation entirely.

Locking Down Your Local AI Agent: An Agent Safehouse Review
A macOS tool that sandboxes AI agents like Claude Code and Codex, preventing accidental file deletions and credential leaks once and for all.

Karpathy's Latest Work: Complete GPT in 200 Lines of Code - The Most Adorable AI Tutorial
Andrej Karpathy has done it again! This time he implemented a trainable, inferable GPT model in just 200 lines of pure Python with no dependencies. This might be the most concise large language model implementation ever.

RAG in Practice: Stop Making Your LLM Take Closed-Book Exams
A practical RAG tutorial: build an enterprise knowledge base Q&A system in 4 steps using embedding vector search and Claude. Contextual Retrieval cuts retrieval failure from 5.7% to 1.9%, with full Python code and Voyage AI model comparison.

Prompt Engineering Lesson 2: Clear and Direct is King
Anthropic’s official tutorial chapter 2: Why does Claude keep missing the point? Because your prompts aren’t clear enough. Learn this one trick to make AI understand you precisely.

How I Use Skills to Turn My AI Assistant into a Loyal Workmate
Step-by-step guide to using Skills so Codex and Claude shift from generalists into assistants that follow your playbook.

Codex Skills Tips: Transform Your AI Coding Assistant into a Pro
Learn how to configure and use OpenAI Codex Skills to transform your AI coding assistant from a generalist into a domain expert.
Agno-Go: Building AI Agents in Go - What's it Like Being 16x Faster than Python?
Rewriting AI Agent framework in Go brings 16x performance boost, 180ns agent startup, and only 1.2KB memory footprint - this is the extreme experience Agno-Go delivers