We stopped silent network hangs in our Python crawler by layering signal-based hard timeouts over curl_cffi and adding IP rotation to preserve throughput.
We solved flaky tests in Git Context by normalizing file paths and fixing symbol reference counts in the database.
How a deprecated enum triggered an infinite Livewire event loop in HomeForged’s visual builder—and how I finally broke the cycle.
How a subtle race condition in HomeForged’s workflow builder was caught and fixed using timeline analysis and precise state sync.
How we tracked down and fixed a critical race condition in HomeForged's tree node rehydration after a schema refactor.
After a risky refactor broke our visual builder, we dug into race conditions, state desync, and schema mismatches to restore stability.
After a major schema refactor broke HomeForged’s mobile UI, here’s how we triaged the chaos and got rendering back on track.
How a subtle data ordering bug in Lockline AI's pipeline threatened lead prioritization—and how I tracked it down.
A one-line template change and CSS rebuild uncovered hidden frontend issues in AustinsElite’s Laravel 12 app.
Tailwind stopped generating classes in our Docker dev environment—here’s how we fixed the JIT mode and file-watching issues.
How we fixed critical auth and data flow bugs in Lockline AI's API within 24 hours of discovery.
How I tracked down intermittent Celery task failures and missing history logs in Lockline AI after migrating to SQLite and Docker.