Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.
Model routing and fallback Under Audit helps AI leaders connect routing, health, fallback, response normalisation, and routing to controlled model failover. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Conversation state management helps engineering leaders connect resolved facts, transcript decay, correction handling, session boundaries, and handover to state that is extracted rather than replayed. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Multi-agent handoffs Actually Costs explains the engineering, control, change, and risk costs behind the first implementation over the operating life. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Agent permission scoping Actually Costs shows leaders the engineering, control, change, and risk costs hidden beyond the headline price in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Speech interfaces in production helps engineering leaders connect latency, turn-taking, recognition, recovery, and controls to voice AI. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Agent tool calling Under Audit helps AI leaders connect tool registry, selection, argument, authorisation gate, and execution to controlled tool execution. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Multimodal document processing Actually Costs explains the engineering, control, change, and risk costs behind the first implementation in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Agent escalation paths Under Audit helps CTO / CISO evaluate risk thresholds, escalation triggers, human context, timeout behaviour, audit trails. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
A Buyer's Guide to Edge inference helps VP Engineering / Head of Infrastructure leaders connect workload fit, device runtime, model packaging, fleet management, and telemetry and fallback to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Agent tool calling Actually Costs shows leaders the engineering, control, change, and risk costs hidden beyond the headline price at enterprise scale. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Agent state persistence helps engineering leaders connect side-effect records, safe resumption, checkpoint granularity, external state divergence, and expiry to durability that makes resuming safe. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Agent-to-agent protocols Under Audit helps AI leaders connect agent identity, capability, authority, message, and protocol to verifiable inter-agent trust. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Agent state persistence Under Audit helps AI leaders connect state schema, checkpoint integrity, resume, version, and persistence to safe agent resumption. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Semantic caching Under Audit helps AI leaders connect scope, thresholds, freshness, invalidation, and replay to defensible answer reuse in production systems. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Agent memory design helps engineering leaders connect expiry rules, staleness, correction, scope boundaries, and privacy obligations to memory defined by what it forgets. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Long-running agent workflows Actually Costs shows the engineering, control, change, and risk costs hidden beyond the headline price at enterprise scale. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Agent permission scoping Under Audit helps CISO / CTO evaluate identity, least privilege, tool scope, approval controls, permission review. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
A Buyer's Guide to Hybrid search for retrieval helps engineering leaders connect query-dependent fusion, exact-match needs, weighting, evaluation by query type, and tuning to hybrid that does not average away both strengths. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Long-running agent workflows helps engineering leaders connect version skew, deployment during runs, external deadlines, human wait states, and abandonment to workflows that outlive the code that started them. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Model routing and fallback Actually Costs shows the engineering, control, change, and risk costs hidden beyond the headline price at enterprise scale. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Copilot interaction design helps product and engineering leaders connect rejection cost, suggestion timing, edit affordances, undo, and trust calibration to copilots people keep using. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Function calling reliability Actually Costs shows the engineering, control, change, and risk costs hidden beyond the headline price at enterprise scale. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Retrieval-augmented generation Under Audit helps AI leaders connect sources, permissions, freshness, retrieval, and citations to defensible grounded answers. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Structured output enforcement Under Audit helps engineering leaders connect schemas, decoding, validation, permissions, and replay to defensible automation. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
One long-form essay every other Wednesday. Written by the engineers shipping production AI for our clients, not by a content team. No promotional emails. Unsubscribe in one click.
