Article
LSP for AI Agents: Real Promise, Messy Reality
The Language Server Protocol has been around since 2016, and AI agents could genuinely benefit from it. Here's why most of them don't — and what would need to change.
Articles
26 articles
Article
Codebase graph servers: MCP for AI agents, genuine breakthrough or just middleware?
Code graph MCP servers index your codebase as a symbol graph and expose it to LLM agents. Powerful on large projects — but useful for 90% of codebases?
Deep Dive
An Agent Hallucinated an Attack, and Proving It Took Three Hours
A sub-agent invents a malicious instruction out of thin air. A forensic walkthrough of telling hallucination apart from a real compromise.
Article
You can't follow everything. Stop trying.
In agentic AI, trying to follow everything has become the best way to master nothing. Here's why exhaustive monitoring makes you less competent — and what to do instead.
Brève
ports: project-aware lsof for macOS
A single Go binary that replaces the lsof + grep dance and tells you which project owns which port — with built-in kill, pause, and caffeinate.
Article
Muxy v1.0.0 — a terminal that becomes a platform
Muxy just shipped v1.0.0 with a full extension SDK, a store, mobile support, and workspace features that genuinely change how you work day-to-day.
Brève
DESIGN.md — making your design system readable by agents
Google Labs releases DESIGN.md, a plain-text format that gives coding agents persistent design context: YAML tokens + Markdown rationale, with a CLI for lint, diff, and export.
Article
Fable 5 cut off: when Washington decides who gets to use AI
The US government suspended access to Fable 5 and Mythos 5 for all non-US nationals. For Europeans, it's a blunt reminder of a reality we preferred to ignore.
Brève
Open Knowledge Format: Google standardizes AI agent memory
Google just shipped OKF, an open spec for representing knowledge as plain Markdown files — the format AI agents needed to share context without vendor lock-in.
Article
Agent Skills: giving your agents procedural memory
Agent Skills is an open format for injecting contextual instructions into AI agents. A look at the standard, its progressive disclosure architecture, and skill-creator for industrializing skill production.