The blog

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
GUIDEBedrock Cross-Region Inference for Sydney Users: Latency and Residency Math24 May 2026
GUIDEClaude on Microsoft Foundry: A Procurement-Friendly Path for AU Enterprises24 May 2026
GUIDEClaude on Vertex AI for Regulated AU Workloads24 May 2026
GUIDELong-Context Strategy: 200k vs 1M Token Choices for PE Workflows23 May 2026
GUIDEStreaming Patterns for User-Facing Claude Apps23 May 2026
GUIDEToken Counting in Production: Pre-Flight Checks That Save Money23 May 2026
GUIDEAudio and Video Workloads: When to Pre-Process vs Send Raw22 May 2026
GUIDEPDF Pipelines With Claude: Beating Specialised OCR Vendors22 May 2026
GUIDEBatch API for SOC 2 Evidence Sweeps: Overnight at 50% Cost21 May 2026
GUIDECitations in Claude Output: Why Auditors Love Source Attribution21 May 2026
GUIDEVision in Claude Opus 4.7: Diagram Reading for Engineering Reviews21 May 2026
GUIDEClaude Files API vs S3 + Lambda + Textract: What You Drop20 May 2026
GUIDEHybrid Reasoning: Mixing Extended Thinking and Tool Use in One Loop20 May 2026
GUIDEThinking Traces in Audit Logs: A Pattern for Regulated Industries20 May 2026
GUIDECache Warm-Up for Bursty Workloads: Beating the Cold Start19 May 2026
GUIDEEffort xhigh in Production: When the New Setting Pays Back19 May 2026
GUIDECache Hit Rate Telemetry: Four Metrics Worth a Dashboard18 May 2026
GUIDECaching MCP Tool Schemas: The 30% Bill Cut Most Teams Miss18 May 2026

Let's talk.

Tell us what you are weighing up, whether it is a build, a roadmap or a deal. You will leave the call knowing your next step.

Book a 30-min callhi@padiso.co