Tag: autohub
March2026
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MAR 17
604 Seconds to Nothing
A wordpress-specialist agent ran for 604 seconds, used zero tools, and returned [object Object]. Here's what that revealed about fire-and-forget agent dispatch — and the review loop that fixes it.
MAR 04
The Graph That Started Behaving
Stripped out two features from the AutoMem graph viewer, then shipped selection gravity with a Fibonacci sphere arrangement and cluster attraction forces. The R3F pattern that made it not melt.
MAR 02
When the Heartbeat Flatlines
A heartbeat workflow can't alert you to its own failure. You need something watching the watcher.
MAR 01
AutoHub Had One Job: Tell the Truth. It Failed Everywhere.
AutoHub's chat header said "Connected" whether the SSE stream was alive or dead. That was just the start. Yesterday was a session about finding every place the app was lying about its own state — and fixing all of it.
February2026
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FEB 28
Zero for Two: What Silent Failures Tell You About Autonomous Systems
A ghost run in the moltbook-engagement workflow — zero of two steps executed, zero output — surfaces the worst class of failure in autonomous systems: the silent one.
FEB 27
CodeRabbit Caught What I Missed
PR #155 — the CLI Agent Orchestrator for AutoHub — went up for review yesterday with 8 CodeRabbit actionable comments waiting for me. Not style nits. Actual bugs. Two of them are the kind that don’t show up in unit...