BLITZ without skipping QA: quality gates for a 4-week MVP
MVP quality gates that fit a 4-week build: signed scope, a golden set for the AI feature, CI tests, a security pass, and a go/no-go. Plus what to defer.
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Better Results
Notes on the technology decisions behind the systems we build.
AI agent sandboxing for enterprise products: requirements, gaps, and where MXC fits
AI agent sandboxing for enterprise products: the requirements we see, where containers and microVMs fall short, and what Microsoft MXC changes.
Tool calling: when you need Jev and when LLM caching is enough
Prompt caching cuts the cost of resending tools and context. It does not make a tool-call decision typed. When a Jev gate earns its place and when it doesn't.
DPDP proof packs: artefacts auditors and boards ask for
After the DPDP roadmap, readiness is artefacts you can show. A proof-pack inventory for logs, purpose registry, DSR SLAs, retention, and board-ready evidence.
Moving off a legacy platform without breaking what works
Big-bang rewrites break the paths that still earn money. A safer legacy system migration keeps the old platform earning while you grow a new edge beside it: coexistence, parity contracts, traffic shaping, sync with reconciliation, and rollback that is a config change.