2026-06-22 / 2 min read
Changelog — loops explorer, landing refresh, and the Inbox preview
A filterable loops explorer, a landing that leads with real loops, and a first look at the Inbox.
AI subscription workflows for developers running coding agents.
Guides on turning unused AI subscription capacity into reviewed project work with task queues, local runners, and steady usage loops.
2026-06-14 / 5 min read
How to stop wasting your AI subscription token allowance
Most AI subscriptions are bought for peak moments and then underused during normal weeks. Treat the allowance as a planning constraint and it can become a steady production loop.
2026-06-14 / 4 min read
Agent work queues for Codex, Claude Code, and local AI CLIs
Coding agents work better when they pull scoped tasks from a queue, report progress, and hand work back for review instead of waiting for one-off prompts.
2026-06-14 / 4 min read
Local AI CLI agents vs API automation for developer work
API automation is precise and programmable. Local AI CLI agents are often better for exploratory repo work. The useful system can support both.
2026-06-14 / 5 min read
Weekly AI usage planning for developers with multiple projects
If you work across several projects, AI usage should follow priority instead of impulse. A weekly plan keeps agents pointed at the right backlog.
2026-06-29 / 4 min read
Stop letting your Claude Max allowance expire unused
Claude Max resets monthly whether or not you used it. Treat the allowance as a production budget and connect it to a real backlog — here is how.
2026-06-29 / 5 min read
What is an AI operating loop?
An AI operating loop coordinates agents, approvals, and loopbacks into a durable workflow. Here is how it works and why it beats one-off prompts for ongoing project work.
2026-06-29 / 5 min read
Automate your backlog with reusable AI loops
A backlog full of good intentions does not move without a system. Here is how to turn backlog items into scoped tasks that AI agents can execute loop by loop.