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Blog
Editorial writing on what we actually ship.
Industry analysis, decision frameworks, and operating-discipline writing by the engineers shipping it. Not marketing copy with a byline.
- Posts
- 6 published
- Authors
- Engineers, not marketing
- Cadence
- Weekly
Topics
What we’re writing about.
- AI3
- Production3
- Enterprise1
- Hiring1
- Engineering Culture1
- Leadership1
- Blockchain1
- Architecture1
Library
All posts.
- HiringEngineering Culture
Senior-only engineering: a hiring discipline, not a slogan.
Why we don't staff under G6 on client work — and what the senior-only floor actually changes about delivery, governance, and the operating culture.
- Nayab Raheel
- 7 min
- Mar 22, 2026
- BlockchainArchitecture
When not to use blockchain.
Most enterprise blockchain projects ship a Hyperledger fork that nobody uses. Here's the honest checklist for when on-chain settlement is the right answer — and when a database with a Merkle tree is.
- Hassan Ali
- 6 min
- Mar 12, 2026
- AIRAG
The production RAG checklist no one shipped you with the demo.
What separates a RAG demo from a production-grade system. Twelve concrete items, in order, with the failure mode each one catches.
- Hassan Ali
- 9 min
- Mar 8, 2026
- CloudFinOps
The cloud cost shape: predicting what migration actually costs.
Most cloud migrations land 30–60% over budget — not because of mistakes, but because of architectural decisions made at lift-and-shift time. Here's how to model the real cost shape before you start.
- Sarah Mitchell
- 9 min
- Feb 28, 2026
- AIEvaluation
Eval datasets are more valuable than models.
Models change every quarter. The dataset that tells you whether the new model is better than the old one for your workload is the asset that compounds. Most teams haven't started.
- Hassan Ali
- 7 min
- Feb 14, 2026
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