Automation
Articles, guides and tutorials on software automation, covering CI/CD pipelines, test automation and workflow automation for development teams.
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 ReadingMCP Server Development: Business Integrations and Costs
Plan MCP server development for business systems. Compare existing connectors, custom tools, access controls, testing and costs before commissioning.
Continue ReadingAI Automation ROI Measurement: Evaluate the Pilot
Use AI automation ROI measurement to compare accepted outcomes, staff effort and operating costs. Define a credible baseline before expanding a pilot.
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 ReadingAI Agent Observability: Diagnose Failed Business Tasks
Plan AI agent observability around task outcomes, tool calls and destination evidence. Define useful traces, safe logging, alerts and operational ownership.
Continue ReadingAI Quote Automation: Pricing Rules and Approval
Design AI quote automation around approved prices, verified inputs and human approval. Scope quote preparation, version control and customer handoff.
Continue ReadingAI Email Triage: Inbox Routing With Human Control
Plan AI email triage for shared inboxes with clear routing, safe drafts and human review. Check mailbox synchronisation, permissions and exception handling.
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 ReadingAI Agent Evaluation: Acceptance Tests Before Launch
Plan AI agent evaluation around real business outcomes. Define test cases, human review, failure evidence and release criteria before expanding access.
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