DevOps
DevOps Release Habits for Small Teams
A lightweight release operating model for small teams: one artifact, explicit risk, observable rollout, and recovery prepared before deployment.
9 min read
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#devops
8 articles
DevOps
Make Code Coverage a Useful Merge Gate: A Practical Playbook for GitHub Actions
Turn GitHub coverage merge protection into a reliable gate with thresholds, delta rules, configs, review checklists, and ops practices.
14 min read
ReadAI
Reviewing AI-Generated Code Before Merge
A practical review checklist for validating AI-generated backend code: business logic, state transitions, data integrity, security, tests, and production impact.
18 min read
ReadDevOps
Make Self‑Hosted GitHub Actions Runners Update‑Proof: A Practical Playbook for Brownouts and Enforcement
A step‑by‑step guide to keep self‑hosted GitHub Actions runners compliant and online through brownouts and version enforcement—without breaking CI.
15 min read
ReadJava
Stop SSRF at the Source: A Practical Java Playbook with Spring Boot 4.1's InetAddressFilter
A production playbook to harden outbound HTTP in Java using Spring Boot 4.1's InetAddressFilter, safe DNS, and egress controls.
17 min read
ReadAI
Designing Backends That Survive LLM Model Deprecations: A Practical Playbook
A practical backend playbook for surviving LLM model deprecations with toggles, fallbacks, evals, SLOs, and review checklists.
17 min read
ReadAI
An Operating Model for AI Coding Agents in Backend Teams
A team-level operating model for using AI coding agents in backend engineering: scope boundaries, approvals, risky tasks, security review, CI checks, and rollout ownership.
14 min read
ReadJava
Practical Error Handling in Spring Boot for Reliable Production APIs
A hands-on guide to robust error handling in Spring Boot APIs—covering best practices, code examples, and production-ready patterns.
12 min read
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