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
- 9 published
- Authors
- Engineers, not marketing
- Cadence
- Monthly
Editorial directory
Sixteen editorial tracks.
Each category has its own editorial line, owning department, and target persona. Browse by what you ship, or by who’s going to read it.
- Tracks
- 16
- Departments
- 10
- Cadence
- Monthly
16 tracks · scroll to browse
Library
All posts.
- TrendsVendor SelectionEnterprise AI
Boutique firm vs large integrator: how to choose.
Large SIs sell scale and a single throat to choke; boutiques sell senior judgment and speed. How to decide for an AI or custom software program, and how to get the strengths of both.
- Nayab Raheel
- 8 min
- Sep 18, 2026
- LeadershipEngagement ModelsStaff Augmentation
Senior pod vs staff augmentation: which model fits.
Staff augmentation rents hours; a senior pod owns an outcome. When each model is the right call, what it costs you when it is the wrong one, and a five-question test to decide.
- Nayab Raheel
- 8 min
- Sep 15, 2026
- AI & MLAIEnterprise
Why most enterprise AI demos never ship.
82% of enterprise AI projects never reach production. The reason isn't model quality; it's the operating substrate: eval, governance, and deployment topology.
- James Carter
- 8 min
- Apr 1, 2026
- LeadershipHiringEngineering 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
- EngineeringBlockchainArchitecture
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.
- Michael Reyes
- 6 min
- Mar 12, 2026
- AI & MLAIRAG
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.
- James Carter
- 9 min
- Mar 8, 2026
- Cloud & DevOpsCloudFinOps
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.
- Emma Thompson
- 9 min
- Feb 28, 2026
- AI & MLAIEvaluation
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.
- James Carter
- 7 min
- Feb 14, 2026
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