Software Development
Articles, guides and tutorials on software development, covering methodologies, tools, languages and best practices for building production-grade software.
Vibe Coding Technical Debt: Repair or Rebuild Your App?
Assess vibe coding technical debt before paying for a rebuild. Compare targeted repairs, release evidence, data migration and a maintainable handover.
Continue ReadingAI Coding Agent Rollout: Repository Rules and Review
Plan an AI coding agent rollout around reproducible builds, scoped permissions and review capacity. Measure accepted changes and preserve release ownership.
Continue ReadingComputer Use Automation: When Legacy Apps Have No API
Evaluate computer use automation for legacy business applications. Compare API routes, UI reliability, permissions and recovery before commissioning.
Continue ReadingRAG Data Freshness: Stop Serving Outdated Answers
Improve RAG data freshness with explicit update, deletion and reconciliation paths. Test source versions, access changes and evidence behind answers.
Continue ReadingStripe Subscription Integration: Billing and Access
Scope Stripe subscription integration around billing events and product access. Plan duplicate handling, payment failures, reconciliation and release tests.
Continue ReadingSelf-Hosted n8n Production: Readiness and Ownership
Assess self-hosted n8n production readiness before moving business workflows. Plan database ownership, worker credentials, backups, upgrades and recovery.
Continue Readingn8n Workflow Audit: Find Silent Business Failures
Commission an n8n workflow audit that checks destination records, retries, credentials and recovery, with evidence beyond a green execution status.
Continue ReadingSoftware Project Takeover: Audit, Costs and Handover
Plan a software project takeover with access checks, a reproducible build and clear acceptance criteria. Understand audit costs before changing developers.
Continue ReadingCustom Web App Development vs Off-the-Shelf SaaS
A spreadsheet became load bearing and now you need software. How to choose between buying SaaS, building on no code, and a custom web app.
Continue ReadingProgressive Web Apps: When a PWA Beats a Native App
What a PWA genuinely does in 2026, where iOS still falls short, and the cost arithmetic that decides between one codebase and three.
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