Tag: qdrant
All the articles with the tag "qdrant".
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Ten bugs, two-tenths of a point — the weekend search got measurably better
A weekend search-quality sprint that took benchmark scores from 0.67 to 0.74, an MCP transport migration that cut cold starts by 96%, ten bugs found along the way, and a CVSS 9.4 Harbor CVE caught by an automation pipeline deployed the same day — with the benchmark research that made it all measurable.
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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.