Notes on the technology decisions behind the systems we build.
What India-based platforms should build for DPDP (consent, purpose, retention, DSRs, vendors, breach) and how to prove it before May 2027. A Bluelupin engineering checklist, not legal advice.
Read the articleCapability evals and systems benches answer different questions. A plain map of LLM benchmarks for eng leads choosing what to measure before they pick a model or agent stack.
When should an agent use a decision model vs an LLM? A practitioner look at TypeSafe Jev use cases for tool approval, routing, and typed Choice/Score outputs.
Releases got faster and bugs got sneakier. How QA roles, tools, and techniques moved from classic automation to AI-assisted testing, eval harnesses, and the work we still keep human.
Agentic coding made generation cheap. The bill moved to CI, browser gates, review tokens, and avoidable reruns. How we cut that tax without softening quality.
