Browsing Tag
devtools
22 posts
Your agent’s instructions are promises nobody checks. I counted.
I didn’t set out to build a developer tool. For a long time now I’ve been working with…
Gemini 3.6 Flash: 17% fewer tokens, lower cost, and a Python cold start fix you didn’t have to ask for
This week’s releases cluster around a theme: reducing the overhead that compounds in production agentic systems. Gemini 3.6…
Testing AI Agents with AgentSpec: Jest for Non-Deterministic Behavior
AI agents are non-deterministic. This is both their superpower and their biggest testing challenge. When you change a…
Build a support triage agent that owns its own inbox
Most “AI support bot” demos bolt an LLM onto a shared Gmail or hang a webhook off a…
I Made a Free AI Tool That Plans Your PQQ Responses
If you’ve ever bid on a public sector contract, you know the PQQ drill. Someone sends you a…
The Evolving Agent: How Jean2 Learns Across Sessions
I’ve been coding with AI agents for about two years. Every major one. Cursor, Copilot, Codex, OpenCode. They’re…
Clioloop: The Open-Source AI Agent That Thinks in Teams
The Problem Most AI assistants give you one model’s answer. If it’s wrong, you catch it or you…
Hyperpb Parser Matches Generated Code Speed
This week’s tooling news splits cleanly between performance and compliance: a Go Protobuf parser that closes the gap…
Your agents are isolated. Your shared state isn’t.
I ran three agents on a deploy, each in its own isolated git worktree. None of them could…
Long-running agents need more than memory
Anthropic’s managed-agent harness solves one hard problem: continuity. Progress logs, feature lists, git checkpoints, and startup scripts give…
