Insights from the field.
Practitioner perspective from senior engineers shipping AI products, 30-day MVPs, and growth programs that compound.
Earlier writing from the team.
EngineeringOffshore Product Delivery Governance Guide
Mon, Oct 05, 20269 min read
A practical guide to offshore product delivery governance: definition of done, review and QA gates, release cadence, and the metrics worth tracking.
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EngineeringTurn AI Prototype Into Production: What Breaks
Mon, Oct 05, 20268 min read
How to turn an AI prototype into production: the five failures that hit first, and how to decide between hardening a vibe-coded app and rewriting it.
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StrategyTop AI Consulting Firms: 7 Checks Before You Sign
Mon, Oct 05, 20267 min read
How to judge the top AI consulting firms, using the GPT-6 Astra StarCraft cheat as a test case. Seven checks plus a comparison of firm types.
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EngineeringManaging Offshore Development Teams: A Guide
Fri, Oct 02, 20269 min read
A practitioner's guide to managing offshore development teams: overlap hours, written-first communication, decision logs, escalation and outcome goals.
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StrategyQuestions to Ask a Software Development Company
Fri, Oct 02, 202610 min read
12 questions to ask a software development company before you sign: code ownership, key-person risk, change pricing, failed projects and a definition of done.
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AI EngineeringCustom AI Solutions in the Enterprise LLM Race
Fri, Oct 02, 20266 min read
Which LLM should an enterprise back? A practitioner's guide to custom AI solutions: model choice, lock-in, retrieval, evaluation and integration.
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StrategyOffshore Development Center Cost: Full Stack
Thu, Oct 01, 20269 min read
Offshore development center cost is more than salary. Build the full stack: contributions, facility, tooling, compliance, management and attrition.
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EngineeringNetSuite Shopify Integration: Build vs Buy
Thu, Oct 01, 20268 min read
NetSuite Shopify integration for mid-market ops: what connectors cover, where they break, the middleware option, and a scoping checklist for build vs buy.
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AI EngineeringAuto-GPT Agent Architecture After GPT-6 Astra
Thu, Oct 01, 20266 min read
How an auto-gpt agent architecture changes with GPT-6 Astra: which loop parts a stronger model replaces, and which controls you still build yourself.
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