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Practical insights into software, AI, infrastructure and security. Explore our latest articles or search the archive.

Latest articles

259 articles in the archive

AI Coding Agent Rollout: Repository Rules and Review
Programming Tutorials

AI 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.

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Computer Use Automation: When Legacy Apps Have No API
Programming Tutorials

Computer 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.

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AI Agent Observability: Diagnose Failed Business Tasks
Artificial Intelligence

AI 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.

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RAG Data Freshness: Stop Serving Outdated Answers
Artificial Intelligence

RAG Data Freshness: Stop Serving Outdated Answers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.

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AI Quote Automation: Pricing Rules and Approval
Artificial Intelligence

AI 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.

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AI Email Triage: Inbox Routing With Human Control
Artificial Intelligence

AI 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.

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Stripe Subscription Integration: Billing and Access
Programming Tutorials

Stripe Subscription Integration: Billing and Access

Scope Stripe subscription integration around billing events and product access. Plan duplicate handling, payment failures, reconciliation and release tests.

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SaaS Tenant Isolation: What to Test Before Onboarding
Security Tutorials

SaaS Tenant Isolation: What to Test Before Onboarding

Verify SaaS tenant isolation across APIs, caches, files and background jobs. Scope access tests and acceptance evidence before onboarding customers.

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Self-Hosted n8n Production: Readiness and Ownership
Infrastructure Tutorials

Self-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.

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