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SQLite Is the Most Deployed Database on Earth and You're Ignoring It
One trillion SQLite databases exist right now. Turso, Litestream, and D1 fixed every limitation. Stop defaulting to Postgres.
One trillion SQLite databases exist right now. Turso, Litestream, and D1 fixed every limitation. Stop defaulting to Postgres.
Ollama peaks at 41 tok/s. vLLM hits 793. TGI is in maintenance mode. Here's the self-hosting guide I wish existed before I started.
I spent 6 months parsing LLM output with regex. Then Pydantic + structured outputs eliminated every 3 AM parsing alert. Here's the migration.
65% of companies use generative AI. Almost none test it properly. Here's the eval framework that caught our $47K hallucination disaster.
97% of alerts are noise. 65% of engineers report burnout. We lost 3 engineers to bad on-call. Here's how we rebuilt incident management from scratch.
Technical debt costs $2.41T/year. But the metaphor itself is the problem. It's a communication failure, not a code problem. Here's what to say instead.
A single missing PostgreSQL index cost $40K/month. Partial indexes, covering indexes, BRIN — the indexing tricks most devs never learn.
88% of AI agents never reach production. $547B in failed AI investments. The five gaps that kill agents and the architecture that actually survives.
99% of K8s clusters are overprovisioned. Average engineer cost: $158K. The YAML tax is real. Here's when K8s makes sense and what to use instead.
xz-utils, Log4j, event-stream — the pattern is clear. 60% of maintainers work unpaid. Supply chain attacks doubled in 2025. Here's what's actually broken.