» Tag
ai-agents
246 postsCode on Incus gives every AI coding agent its own isolated machine
Code on Incus isolates AI coding agents in secure system containers with real-time threat detection, protecting host machines from credential leaks and attacks.
Claude Code vs OpenCode: Is That 33k-Token Preamble Worth It?
A teardown of Claude Code vs OpenCode shows why token count alone misleads on cost — caching behavior actually decides the real bill.
Your Claude Skill Is Invisible to Codex — Here's the Fix
Agent skills are locked to one tool by default. Here's how splitting contracts from implementations makes them portable across Claude, Codex, and MCP.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comMCP vs CLI: What Actually Survived in Production
A retrospective on MCP vs CLI for AI agents: token costs, lifecycle independence, containers, and a decision tree built from production failures.
Autonomous agents' two big fears: runaway loops and exposed APIs
rysh's loop engineering and Forge features address the runaway-loop and API-exposure risks that come with building autonomous agents.
June 2026 AI Agent Postmortems: Five Production Bugs, No Magic
A June 2026 postmortem digest from an AI agent orchestrator: race conditions, encoding bugs, config propagation, and OAuth failures in production.
Solving the Polyrepo Problem for AI Coding Agents
How git worktrees and task-scoped workspaces fix the single-repo limitation of AI coding agents working across polyrepo codebases, via the Orbit prototype.
AI Agents: Local Deployment, Label Workflows, Cloudflare Access
From Docker-based local AI agent systems to label-driven workflow orchestration and Cloudflare's temporary accounts, new patterns emerging in agent deployment.
Context bankruptcy: why coding agents need strategic forgetting
Massive context windows don't make coding agents smarter; they can cause 'context bankruptcy'. Learn how AST-based pruning and dynamic ignore files restore agent reliability.
Everyone Hopes AI Fails, I'm Building the Net Anyway
AI agents deleted production databases due to access-versus-authorization confusion; the author now tests a safety net combining AI proposals with code checks.