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DevOps

DevOps Beginner
debt(d7/e7/b7/t7)
d7 Detectability Operational debt — how invisible misuse is to your safety net

Closest to 'only careful code review or runtime testing' (d7). DevOps adoption problems manifest as organizational symptoms: manual deployments via FTP/SSH, no CI pipeline, infrastructure configured by hand, ops and dev silos. While tools like GitHub Actions, Terraform, Ansible, Docker exist in the ecosystem, no tool can automatically detect 'we're doing DevOps wrong' — it requires observing team dynamics, deployment frequency, and incident response patterns through careful review of processes.

e7 Effort Remediation debt — work required to fix once spotted

Closest to 'cross-cutting refactor across the codebase' (e7). The quick_fix suggests starting with CI tests, automated deployment, and structured logging as foundations, but fully addressing DevOps debt requires changing team structures, communication patterns, on-call rotations, and tooling across the entire organization. This is not a code fix but an organizational transformation spanning multiple teams and systems.

b7 Burden Structural debt — long-term weight of choosing wrong

Closest to 'strong gravitational pull' (b7). DevOps practices (or lack thereof) shape every change: how code gets reviewed, tested, deployed, monitored, and fixed. Applies to both web and CLI contexts per the term metadata. Poor DevOps culture creates persistent friction — every deployment, every incident, every handoff between teams is affected. It's not quite b9 (rewrite-or-live-with-it) since incremental adoption is possible, but it strongly shapes daily work.

t7 Trap Cognitive debt — how counter-intuitive correct behaviour is

Closest to 'serious trap' (t7). The misconception field explicitly states the trap: DevOps is misunderstood as 'developers also handle operations tasks' or a job title/team name, when it's actually a cultural shift emphasizing shared ownership, automation, and feedback loops. This contradicts how similar organizational concepts work (you can hire a 'Security Team' but you can't hire a 'DevOps Team' and call it done) — the obvious interpretation is wrong.

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Also Known As

DevOps culture Dev and Ops DevOps practices

TL;DR

A culture and set of practices that unifies development and operations teams to deliver software faster and more reliably.

Explanation

DevOps breaks down silos between development (building features) and operations (running infrastructure), promoting shared ownership of the full software lifecycle. Key practices include CI/CD pipelines, infrastructure as code (Terraform, Ansible), containerisation (Docker, Kubernetes), monitoring and observability, and blameless post-mortems. For PHP developers, DevOps means owning deployments, writing meaningful health checks and metrics, and participating in on-call rotations. The DORA metrics (deployment frequency, lead time, change failure rate, time to restore) measure DevOps effectiveness.

Common Misconception

DevOps just means developers also handle operations tasks. DevOps is a cultural shift emphasising shared ownership, automation, and fast feedback loops between development and operations — it is not a job title, a team name, or simply giving developers SSH access to servers.

Why It Matters

DevOps dissolves the wall between development and operations — teams that own both building and running their software deploy faster, fix incidents faster, and build more reliable systems.

Common Mistakes

  • Treating DevOps as a job title or team name rather than a cultural practice — it requires collaboration across all roles.
  • Automating deployment without improving feedback loops — automation without observability is blind.
  • Focusing on tools (Docker, Kubernetes) before addressing team process and communication.
  • Measuring DevOps success by deployment frequency alone — reliability and recovery time matter equally.

Code Examples

✗ Vulnerable
// DevOps anti-pattern — dev throws over the wall:
// Developer: 'Works on my machine, ops problem now'
// Operations: 'Dev broke prod again'
// No shared ownership, no blameless postmortems
// No developer access to production metrics
// Result: slow deploys, slow incident response, low morale
✓ Fixed
# DevOps practices for PHP teams

# Infrastructure as Code
# terraform/
#   main.tf    — EC2, RDS, ElastiCache
#   variables.tf

# Dockerised PHP app:
FROM php:8.3-fpm-alpine
RUN docker-php-ext-install pdo_mysql opcache
COPY --from=composer /usr/bin/composer /usr/bin/composer
WORKDIR /var/www/app
COPY . .
RUN composer install --no-dev --optimize-autoloader

# docker-compose.yml (local dev):
services:
  php:
    build: .
    volumes: [.:/var/www/app]
  nginx:
    image: nginx:alpine
  mysql:
    image: mysql:8.0
    environment: {MYSQL_DATABASE: app, MYSQL_ROOT_PASSWORD: secret}
  redis:
    image: redis:alpine

# Monitoring: error rates, response times, queue depth
# SLO: 99.5% requests < 500ms, < 0.1% error rate

Added 15 Mar 2026
Edited 22 Mar 2026
Views 60
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DEV INTEL Tools & Severity
🔵 Info ⚙ Fix effort: High
⚡ Quick Fix
Start with the basics that provide immediate value: automated CI tests, automated deployment, and structured logging — everything else builds on these three foundations
📦 Applies To
any web cli
🔗 Prerequisites
🔍 Detection Hints
Manual deployments via FTP or SSH; no CI pipeline; infrastructure configured by hand; ops and dev teams working in silos
Auto-detectable: ✗ No github-actions terraform ansible docker
⚠ Related Problems
🤖 AI Agent
Confidence: Low False Positives: High ✗ Manual fix Fix: High Context: File


✓ schema.org compliant