Short observations from building systems, working with AI and shipping in public.
31 entries · One idea at a time · Updated Sep 19, 2026
I was writing into someone else's database. I read the schema. I understood the tables. I made the insert. It worked. What I missed wasn't h...
Mid-flow, it is tempting to reach for whatever glue moves the work instead of the tool you are building. While building the review chain for...
Unlinking an agent leaves a tombstone, so that agent's stale hooks become no-ops and a session started outside the bridge can never silently...
My review chain runs on one rule. If a reviewer's finding is about a test or a comment, I fix it and move on. If it is about code, I do not...
A test that cannot fail proves nothing. Before I trust a regression test, I put the bug back, run the suite, and watch the test fail. Then I...
Each agent adapter in context-bridge declares the CLI flags that would break a resumed session — seven for Grok, four for Antigravity. Decla...
Every delta context-bridge sends is clipped to fit: summary first, as much conversation as there is room for, the rest parked in a checkpoin...
Claude Code and Codex both take their handoff through a SessionStart hook. It is the cleanest road in — the delta arrives inside the convers...
context-bridge used to record a handoff as delivered the moment the target agent's process started. That is the obvious place to put it: the...
Not tutorials. Decisions, failures and small things worth remembering.
I have one rule for automation, and it is a counter, not a philosophy. Do it once by hand: fine. Twice: annoying, still fine. The third time...
The content pipeline behind my daughter's story brand runs on a single MacBook. Local image generation, local TTS, local orchestration. Clou...
para-radar collects Turkish lira yield opportunities: money market funds, deposit campaigns, daily interest accounts. It compares everything...