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.
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.
A Buyer's Guide to Data mesh operating models helps CDO / VP Data leaders connect domain ownership, data product obligations, platform capabilities, federated governance, and operating metrics to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Selling financial data means becoming a regulated data supplier. Permissible purpose decides what you can sell, and the compliance obligations are the real cost.
A Buyer's Guide to Legacy system integration helps CTO / Head of AI leaders connect system boundaries, business rules, interface strategy, data reconciliation, and cutover and fallback to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Text-to-SQL helps real estate teams connect semantic grounding, curated schemas, guardrails, verification, and question scope to the property questions people actually ask. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to AI incident response helps enterprise leaders connect affected-output identification, detection independent of health, remediation reach, notification paths, and vendor dependency to tooling that handles a wrong model rather than a down one. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Discovery sprints helps CTO / Head of AI leaders connect decision question, technical spike, user evidence, architecture constraints, and go/no-go output to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Cloud Waste helps energy engineering teams connect idle resource detection, long-lived project residue, retention claims, deletion authority, and attribution to spend that survives the projects that created it. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Test automation for AI-written code helps VP Engineering / Head of Infrastructure leaders connect change classification, static and unit checks, integration boundaries, security tests, and review and provenance to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
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 Model risk management helps enterprise leaders connect change without release, continuous validation, vendor version control, ongoing monitoring, and independent review to MRM that fits models which move on their own. 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.
Customer 360 helps hospitality teams connect guest identity across properties, stay history, preferences, match confidence, consent, and the front desk moment a profile gets used. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Energy workloads carry long-lived data and heavy compute. Make budgets and retention platform primitives enforced at provisioning, so cost is a design decision rather than an annual surprise.
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.
Agent traffic breaks rate limits built for humans and stresses idempotency on payment APIs. Separate north-south, east-west, and agent paths, and make every retry safe.
Schema Evolution helps SaaS data teams connect additive change, versioning, deprecation windows, consumer registries, contract testing, and rollout sequencing to the downstream systems a change can break. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Service Mesh helps fintech engineering teams connect mutual authentication, segmentation evidence, policy enforcement, audit trails, and operational burden to controls that need demonstrating rather than asserting. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Terraform module is an API your whole org consumes. Design the interface for the caller, version it properly, and stop exposing every provider argument as a variable.
Iceberg suits energy because time-series data gets corrected for years. Snapshots and schema evolution matter more here than in most estates, and so does compaction.
A Buyer's Guide to Change data capture helps CDO / VP Data leaders connect source capture, event semantics, ordering and offsets, schema handling, and recovery and replay to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
AI-Assisted SRE helps SaaS engineering teams connect diagnostic automation, context assembly, toil reduction, judgement boundaries, and on-call load to the reliability work that scales badly with team count. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Secrets management for agents helps CISO / VP Security leaders connect workload identity, secret issuance, scope and policy, rotation and revocation, and audit evidence to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Hallucination detection helps CTO / Head of AI leaders connect claim segmentation, evidence availability, support checking, risk weighting, and response policy to reliable production outcomes. 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.
