Forem

# devops

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

Posts

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I Built a Local-First Agent Runtime in Rust (and Why Wrapping Existing CLIs Didn’t Work)
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I Built a Local-First Agent Runtime in Rust (and Why Wrapping Existing CLIs Didn’t Work)

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3 min read
From Code to Cloud: Why Deployment Knowledge Is Now a Core Developer Skill
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From Code to Cloud: Why Deployment Knowledge Is Now a Core Developer Skill

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5 min read
The Performance and Architecture of My AIDEAS Project
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The Performance and Architecture of My AIDEAS Project

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2 min read
API Rate Limits & Throttling: What's Actually Happening and How to Fix It

API Rate Limits & Throttling: What's Actually Happening and How to Fix It

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7 min read
How I stopped my team from breaking CI with missing .env variables
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How I stopped my team from breaking CI with missing .env variables

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2 min read
Solved: How do you get Finance to recognise new RI/SP purchases as P&L (Structural) savings instead of Cost Avoidance?
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Solved: How do you get Finance to recognise new RI/SP purchases as P&L (Structural) savings instead of Cost Avoidance?

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5 min read
How to Get Real-Time Notifications When AWS Glue Schema Registry Changes
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How to Get Real-Time Notifications When AWS Glue Schema Registry Changes

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6 min read
Secured AI‑Driven SRE Platform for Kubernetes Observability

Secured AI‑Driven SRE Platform for Kubernetes Observability

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11 min read
lab: centralized terraform module support

lab: centralized terraform module support

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9 min read
Detecting Flaky Tests in CI/CD Using Machine Learning: A Research Approach
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Detecting Flaky Tests in CI/CD Using Machine Learning: A Research Approach

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3 min read
The Silent Shift: Developers Are Becoming AI Supervisors, Not Builders
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The Silent Shift: Developers Are Becoming AI Supervisors, Not Builders

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3 min read
Every Major API Deprecation in February 2026 (Breaking Changes You Can't Miss)

Every Major API Deprecation in February 2026 (Breaking Changes You Can't Miss)

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5 min read
Hindsight caught repeated AST traversal bugs
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Hindsight caught repeated AST traversal bugs

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5 min read
A Developer's Guide to Post-Quantum Migration
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A Developer's Guide to Post-Quantum Migration

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5 min read
Going to Production: Spot Instances, Karpenter, and the Graviton Advantage

Going to Production: Spot Instances, Karpenter, and the Graviton Advantage

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6 min read
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