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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
GUIDEClaude in Production: Observability4 Jun 2026
GUIDEClaude Opus 5: What Engineering Teams Should Test First4 Jun 2026
GUIDEUsing Haiku 4.5 for Financial Reconciliation: Patterns and Pitfalls4 Jun 2026
GUIDEUsing Haiku 4.5 for RAG Retrieval: Patterns and Pitfalls4 Jun 2026
GUIDEHaiku 4.5 in Telecommunications: A 2026 Adoption Playbook4 Jun 2026
GUIDEUsing Haiku 4.5 for Tool Use and Function Calling: Patterns and Pitfalls4 Jun 2026
GUIDEMigrating from Mode to Superset for Enterprise Organisations4 Jun 2026
GUIDEModel Deprecation Risk: A 2026 Mitigation Pattern4 Jun 2026
GUIDEA Quarterly Model Refresh Cadence That Survives Contact4 Jun 2026
GUIDESOC 2 in Australian Healthcare: A Practitioner's Walkthrough4 Jun 2026
GUIDESOC 2 for Insurance Startups: The Australian Path4 Jun 2026
GUIDESonnet 4.6 vs Gemini 2.5 Flash: Where Each One Breaks4 Jun 2026
GUIDEThroughput Benchmarks: TPS by Frontier Model and Region4 Jun 2026
REVIEWWhat Dayrun Does: Calls, Bookings, Follow-Ups and Human Approvals4 Jun 2026
GUIDEThe 7-Day Model Migration Plan3 Jun 2026
GUIDEAI Agents in Production: Streaming Tool Use Outputs3 Jun 2026
GUIDEAI Automation Consulting Melbourne: What Buyers Actually Need in 20263 Jun 2026
GUIDEApache Superset on Fly.io: Reference Deployment Pattern3 Jun 2026

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