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What we learn shipping AI, architecture and technology leadership for real teams. Costs, teardowns and decisions, written by the people doing the work.

Latest posts

2,240 posts
COMPARISONAn Agent Harness Is Not an Evaluation Harness: Here’s the Difference10 Aug 2026
HOW-TO GUIDEModel Routing for Enterprise Agents: Cheap First, Escalate on Evidence8 Aug 2026
HOW-TO GUIDECanary Releases for Agent Changes: Prompts Need Rollback Too7 Aug 2026
EXPLAINERA Semantic Layer for Agents: Keep Business Metrics Consistent6 Aug 2026
CHECKLISTBuying an AI Agent: Questions for Security, Procurement and Engineering4 Aug 2026
HOW-TO GUIDEAutomating Customer Follow-Ups Without Losing Context3 Aug 2026
ROUNDUPWhat SWE-bench, Terminal-Bench and OSWorld Can—and Cannot—Tell You2 Aug 2026
GUIDEAWS vs Azure vs Google Cloud for Mid-Market AI1 Aug 2026
GUIDEFable 5 vs GPT-5.6 Sol and Terra vs Kimi K3: A Production Decision Guide1 Aug 2026
GUIDEThe Fractional CTO Retainer for US and Canada Mid-Market: What 100K to 500K Buys1 Aug 2026
GUIDEHoook.io: A Local-First Multi-Agent Assistant with Whisper Voice Support1 Aug 2026
GUIDEOpen-Source and Open-Weight Models in the Enterprise: Where Kimi K3 Fits1 Aug 2026
GUIDEPrivate Equity Roll-Ups: The Efficiency Playbook for Tech Consolidation1 Aug 2026
GUIDEPrivate Equity Roll-Ups: Using AI Transformation to Create Value Across a Portfolio1 Aug 2026
GUIDEUsing Opus 4.8 for Enterprise Agentic Workflows: Patterns and Pitfalls1 Aug 2026
GUIDEVenture Architecture and Transformation: A Framework for AI ROI1 Aug 2026
GUIDEOffshore Dev Shop vs Local Fractional CTO: The True Cost Comparison31 Jul 2026
HOW-TO GUIDEScaling Agent Workloads on AWS: Concurrency Is Only One Constraint31 Jul 2026

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