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# devops

Content centering around the shifting left of responsibility, deconstruction of responsibility silos, and the automation of repetitive work tasks.

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## Rise of the Managed Agent: Why Antigravity 2.0 is Google I/O 2026’s Most Critical Developer Release

Google I/O Challenge submission

## Rise of the Managed Agent: Why Antigravity 2.0 is Google I/O 2026’s Most Critical Developer Release

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4 min read
How We Stopped Infrastructure Drift Between Environments — One Module, One Pipeline, No Exceptions

How We Stopped Infrastructure Drift Between Environments — One Module, One Pipeline, No Exceptions

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2 min read
Why AI coding agents keep making the same mistakes (and how we fixed it)

Why AI coding agents keep making the same mistakes (and how we fixed it)

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4 min read
The GPU Is the New Database

The GPU Is the New Database

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10 min read
Silverfish IDP: A low cost, language‑first Internal Developer Portal for understanding your software estate

Silverfish IDP: A low cost, language‑first Internal Developer Portal for understanding your software estate

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2 min read
Milestone 2: Standardizing Telemetry Output with JSON, Prometheus, and OpenMetrics

Milestone 2: Standardizing Telemetry Output with JSON, Prometheus, and OpenMetrics

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2 min read
Silverfish IDP: A low cost, language‑first Internal Developer Portal for understanding your software estate

Silverfish IDP: A low cost, language‑first Internal Developer Portal for understanding your software estate

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2 min read
SpacetimeDB vs Convex: Performance Analysis Review

SpacetimeDB vs Convex: Performance Analysis Review

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5 min read
Why Your AWS EKS Cluster Isn't Scaling Down — The PDB Trap With Stateless Services

Why Your AWS EKS Cluster Isn't Scaling Down — The PDB Trap With Stateless Services

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3 min read
AI Code Review Tools in 2025: What is Actually Useful vs What is Hype

AI Code Review Tools in 2025: What is Actually Useful vs What is Hype

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4 min read
Stop Pasting URLs into Security Header Sites - Use This CLI

Stop Pasting URLs into Security Header Sites - Use This CLI

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2 min read
Database Subsetting for PostgreSQL: A Practical Guide (2026)

Database Subsetting for PostgreSQL: A Practical Guide (2026)

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11 min read
Kafka Compute Is Cheap. Network Is Not

Kafka Compute Is Cheap. Network Is Not

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6 min read
Your DevOps automation is invisible to AI. That's AI-Debt. And it's compounding.

Your DevOps automation is invisible to AI. That's AI-Debt. And it's compounding.

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11 min read
Proving What Your AI Agent Did: Introducing Traceseal

Proving What Your AI Agent Did: Introducing Traceseal

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2 min read
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