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Home Lab to Client-Ready: Drawing the Line Between Tinkering and Production Support
Bridge the gap between hobbyist tinkering and production support by adopting GitOps, rigorous monitoring, and zero-trust identity.
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Why Frameworks Fail: A Founder’s Guide to Resilient Security
We stopped buying frameworks and started building resilience. Here is the practical, unglamorous work that actually keeps small teams safe from ransomware...
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Stop Treating LLM JSON as a Polite Suggestion: Schemas, Validation, and Repair Loops
Stop treating LLM JSON as a polite suggestion. Learn how schema-first development and repair loops create a reliability layer for production AI...
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Edge Runtime Gotchas for AI Apps: Streaming, Timeouts, and Retry Design
Build reliable AI streaming apps by mastering edge runtime limits, timeouts, and idempotent retry strategies.
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Convenience kills solo SaaS projects. I stopped using .env files when the operational cost outweighed the speed. Here is how to reduce...
Developer
Stop Shipping Demo Code: Hardening AI-Generated React for Production
AI models write code for the happy path. Production requires handling the unhappy one. This is how we harden AI-generated React apps...