Tag: building-in-public
All the articles with the tag "building-in-public".
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Streaming Journals: Kafka Meets LLMs
The automated journal entries were fiction. Every single one. Here's how a broken pipeline got replaced in 10 days — Kafka, vLLM workers, nine code iterations, a context preservation fix, and an LLM-as-Judge quality gate — all tracked through git commits and vault evidence.
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The Day Everything Got Sealed
I exposed my MCP bridge to the internet so Claude.ai could search my vault remotely. Within 26 hours, Cloudflare logs showed 39 searches from 15+ Anthropic IPs — and I had no way to tell what they'd asked for. Here's the incident response that sealed every secret, obfuscated every endpoint, and bootstrapped a proper engineering workflow in the process.
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From Side Project to Platform: How Running Out of Disk Space Led to Rebranding an Entire Platform
3.5 months of silence hid 450 commits, a platform rebrand, 2TB migration, and the transformation from side project to platform engineering discipline.
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48 Hours Later: From Validation to Velocity
18.5 hours across 48 hours. Research-backed codebase review (85/100), 5/5 systematic tests, NER enhanced to 163x speedup, 2.5 hours metadata debugging. Not just deployed - validated and improved. The research foundation behind every enhancement. From 85→90 quality score through methodical engineering.