Outsourcing vs in-house software development: how to choose in 2026
Updated October 2026 Keep software development in-house when the software is your core product and you can hire and lead engineers for years. Outsource when you need skills…
Software Development
Custom vs off-the-shelf software: how to decide in 2026
Updated October 2026 Choose off-the-shelf software when a ready-made product already covers most of your process and the gaps can wait. Use low-code, or extend the product with…
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.
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.