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#Observability

Articles tagged with Observability. Practical engineering insights for production systems.

12 articles on this page

2026-05-27 4 min read

Agent Engineering: The New Discipline Your 2026 Engineering Team Needs

57% of organizations have agents in production, but 48% skip offline evaluations and 63% skip online monitoring. Agent engineering is the DevOps of 2012—here's the discipline your team needs.

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2026-04-26 5 min read

HIPAA for LLMs: Minimum Necessary Logging (Metadata-First, PHI-Safe)

HIPAA applies to AI logs too. Learn a metadata-first logging architecture that preserves debuggability while minimizing PHI exposure (request IDs, hashes, retrieval references, and reason codes).

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2026-04-24 4 min read

Immutable Healthcare AI Audit Trails: WORM Storage + Evidence You Can Defend

Healthcare AI needs audit trails that resist tampering. Learn an immutable evidence architecture using append-only/WORM storage, hashing, and break-glass content access—plus how to test it.

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2026-04-22 3 min read

AI Incident Response in Healthcare: Runbooks, Evidence, and Safe Rollback

Healthcare AI incidents require evidence-driven response. Learn runbook patterns for triage, rollback, containment, and replay—using immutable traces and PHI-safe logging.

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2026-04-18 7 min read

Building Reliable AI Agents: Patterns for Failure Recovery, Observability, and Safe Autonomy

AI agents fail in new ways. Learn the reliability engineering patterns—idempotency, circuit breakers, human-in-the-loop, and agent observability—that make autonomous AI systems safe to run in production.

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2026-04-16 3 min read

System Design Blog That Actually Helps: Structure for Scalable APIs

System design blogs that rank and help readers: a practical structure for explaining scalable APIs, backends, databases, caching, and observability without hand-wavy advice.

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2026-04-14 3 min read

HealthTech Systems Design: Secure, Reliable, Audit-Ready Architecture

HealthTech systems design guide: secure data flows, reliability under partial failure, and observability that supports auditing and incident response.

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2026-04-14 4 min read

API Design Mistakes That Kill Scale (and How to Fix Them)

API Design & Architecture mistakes that break evolution: unclear contracts, missing failure modes, and performance-unaware endpoints. Fix it with production-grade design.

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2026-04-12 3 min read

Backend System Scaling Checklist: Find Bottlenecks and Stabilize Performance

Backend System Scaling checklist to stabilize APIs and data pipelines. Identify bottlenecks, fix query and caching issues, and implement measurable SLOs.

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2026-04-11 3 min read

Healthcare / HealthTech System Design: Secure Architecture That Scales

HealthTech system design guide for secure, reliable data flows. Learn how to build scalable architectures with trust, observability, and resilient reliability.

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2026-04-10 3 min read

Cloud Infrastructure Audit: A FinOps-First Reliability Roadmap

Cloud Infrastructure Audit guide: identify cost and reliability risks, eliminate waste, and produce an executable roadmap with observability guardrails across AWS / GCP / Azure.

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2026-04-09 3 min read

DevOps & Deployment Optimization: Faster CI/CD, Zero-Downtime Releases

DevOps & Deployment Optimization strategies for safe, fast releases. Improve CI/CD reliability, reduce deployment time, and implement zero-downtime rollouts with observability.

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