Blog
157 articles on production-ready AI, software modernization, and engineering practice.
Your ERP is 15 years old. Your AI agents can still use it.
How to connect AI agents to Tally, SAP Business One and AS/400 using the integration surfaces they already have. One workflow, walked through.
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Self-Hosted AI Automation: Security & Patching
Learn the security responsibilities of self-hosted AI automation, from patching n8n to access control, backups, webhooks and governance.
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Why 9 out of 10 AI agent pilots never reach production
Only 11% of organizations run AI agents in production. The blockers are data, governance and ROI, and each one has a practical fix.
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No-Rewrite Cloud Migration: 26 Services, 5% Code Changes
Ask an engineering leader why they haven't migrated off their self-hosted platform and you'll usually hear some version of the same fear...
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Modernising a Working Product with AI
A client came to us with a product that wasn't broken — a B2B billing and market-analytics platform in the healthcare space, running reliably for years. Quarters closed on time.
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Cloud Migration Costs: Why an 11% Higher Bill Was Worth It
Every cloud migration pitch you've ever seen has a slide that says “reduce infrastructure costs by 30–40%.” Here are our real numbers.
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Hire an AI Team, Not Software: The Agentic AI Playbook
Every working business already has a structure that took years to get right. Someone owns production. Someone owns quality. Someone owns the machines...
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Your AI Agent Is Broken
Everyone wants agentic workflows. Few teams are ready for them. The failure mode is rarely the model anymore; it's the mess between your codebase, docs, tickets, tribal knowledge, permissions, an
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AI Code Review Bottleneck: Why PRs Slow Down
You shipped Copilot, Cursor, or an internal coding agent to your team, and output jumped overnight. Then something uglier happened: pull requests multiplied,
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1 Breach, 3 Security Firms Burned
A single vendor gets popped, and suddenly three security companies are explaining to customers why their data was sitting inside someone else's app.
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Your AI Tool Reads Too Much
You don't need a catastrophic breach for an AI coding assistant to become a security problem. You just need one "helpful" context fetch that pulls
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$2M Risk: One API Ban Can Kill You
A lot of AI products look stable right up until the day they don't. One model powers support triage, proposal drafting, onboarding flows...
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