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DevOps.com — Archive · Vol 341 Issue 3

7 articles that week

DevOps.com, Friday, August 21st, 2026

Production-Grade AI Eval Systems: What I Learned Putting LLMs on Call

Vol 341 · Issue 3 · 2026-08-21

Traditional SRE metrics stay green while an AI system fails customers, so evals are needed before release, in CI and on live traffic.

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DevOps.com, Friday, August 21st, 2026

Why Cryptographic Inventory Is the First Step Toward Quantum Readiness

Vol 341 · Issue 3 · 2026-08-21

Post-quantum migration starts with discovering where vulnerable cryptography exists, which requires a continuous cryptographic inventory.

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DevOps.com, Friday, August 21st, 2026

Why API Test Generation Is a Judgment Problem, Not a Code Generation Problem

Vol 341 · Issue 3 · 2026-08-21

AI test generators produce too many tests while missing boundary and business-logic cases; separating judgment from mechanics helps.

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DevOps.com, Friday, August 21st, 2026

Waterfall 2.0: Controlling LLM-Driven Software Development With Stage-Gated Discipline

Vol 341 · Issue 3 · 2026-08-21

DevOps.com argues stage-gated waterfall becomes useful again as a lightweight control structure over fast AI-generated work.

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DevOps.com, Wednesday, August 19th, 2026

What It Really Takes to Run OpenTelemetry

Vol 341 · Issue 3 · 2026-08-19

OpenTelemetry delivers vendor-neutral instrumentation but carries significant ongoing operational labor.

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DevOps.com, Wednesday, August 19th, 2026

Are LLMs Equally Good (or Bad) at Building Secure Software?

Vol 341 · Issue 3 · 2026-08-19

A study finds no universal best model for secure code, and higher cost does not mean safer output.

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DevOps.com, Monday, August 17th, 2026

GitHub Copilot's Latest Update Bets on Model Choice, Not Model Loyalty

Vol 341 · Issue 3 · 2026-08-17

GitHub's Copilot update lets developers switch AI models mid-session rather than committing to one.

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