11 posts tagged with “tutorials”
Everyone's building with agents, MCP servers, skills, and subagents. Almost nobody can explain when to use which. This is the guide that fixes that — with architecture diagrams, production code, and a decision framework you can apply today.
Your agent framework handles the happy path. Erlang's supervision trees handled telecom uptime for 40 years. Here's how to apply the same 'let it crash' philosophy to make AI agents self-healing.
On April 2, 2026, Google shipped Gemma 4 (89% on AIME, 80% on LiveCodeBench, 86% on agentic tool use) and Cursor shipped a ground-up agent-first IDE. Here is what the new developer stack looks like.
An 8B language model that fits in 1.15GB of RAM, runs 8x faster than full-precision, and matches its benchmark scores. Prism's Bonsai family just made 1-bit LLMs commercially viable — here is what that unlocks for developers.
Every AI coding session starts from zero. CLAUDE.md, AGENTS.md, and Cursor Rules are how you give agents institutional memory — and the difference between AI that guesses your conventions and one that ships to them.
Prompt engineering was the skill of 2023. Context engineering is the discipline of 2026 — and it's the difference between AI that impresses in demos and AI that ships in production.
ByteDance's DeerFlow 2.0 hit #1 on GitHub Trending with 39K stars in weeks. It's not another chatbot wrapper — it's a full-stack SuperAgent harness with sandboxed execution, persistent memory, sub-agents, and LangGraph orchestration. Here's everything you need to build with it.
ARC-AGI-3 just launched and current AI scores under 5%. The same week GPT-5.4 solved an open research math problem. This is not a contradiction. It is the most important insight about intelligence published this decade.
LiteLLM 1.82.7 and 1.82.8 contained a credential stealer that ran on every Python startup without a single import. Here is the full technical post-mortem and what every AI developer must do right now.
AI is leaving the cloud. The next revolution isn't AGI — it's a billion cheap, autonomous agents running on the device in your hand, your wall, and your factory floor.
The complete Claude Code reference for 2026 — CLAUDE.md architecture, MCP wiring, worktrees, slash commands, and the workflows that 10x your output.
