Coding Project Ideas for Beginners That Actually Ship
Coding project ideas for beginners that end with a live URL, an API you own and a failure you can observe, plus a seven-day plan you can finish.
Journal · Platform Engineering & SRE Culture
10 articles in Platform Engineering & SRE Culture.
- All
- AI Feature Flags & Progressive Rollouts
- SLO Management & Incident Response
- Platform Engineering & SRE Culture
- Observability Stacks & Monitoring
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What Is Trunk Based Development? A Field Guide for SREs
What trunk based development demands in practice: daily merges, feature flags, fast CI and observability, plus the cases where it is the wrong call.
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What Are DORA Metrics? A Practical Guide for SRE Teams
DORA metrics are five delivery measures: lead time, deployment frequency, recovery time, change fail rate and rework rate. Here is how to use them well.
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What Is Technical Debt: A Platform Engineer's Honest Look
For platform engineers, technical debt is not a code quality score. It is a deployment risk that compounds, inflates blast radius, and surfaces in incident post-mortems.
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What Is Platform Engineering and When Does It Pay Off?
Platform engineering is the discipline of building internal developer platforms. Covers team structure, DORA metrics, golden paths, and whether your IDP investment is actually working.
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Monorepo vs Polyrepo: What the Blast Radius Tells You
Monorepo or polyrepo: 320 teams benchmarked, the blast radius math, and the 30% rule that high-performing platform teams actually use.
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AI Assisted Development: Closing the Rollout Safety Gap
Platform teams shipping AI-generated code face failure modes standard error rate and latency gates were not designed to catch. Here is what to instrument instead.
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AI Coding Productivity: What the SLO Budget Tells You
AI boosts coding output 33-98%. Incidents per PR are up 242%. Here is what the SLO budget measures when your team runs on Copilot or Cursor and deployment frequency climbs.
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8 AI Agent Examples Platform Teams Run in Production
A field guide to AI agent examples that platform teams actually run in production: rollback, triage, diagnostic, and runbook agents, with where each one breaks.
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Code Refactoring Techniques That Hold in Production
Code refactoring techniques are not about clean code aesthetics. They are about reducing the surface you have to debug at 3am. Here is what actually works in continuous deployment environments.
