Insights from the field.
Practitioner perspective from senior engineers shipping AI products, 30-day MVPs, and growth programs that compound.
Latest posts.
StrategyHow to Pick Business Intelligence and Reporting Tools
Fri, Oct 30, 20266 min read
How to choose business intelligence and reporting tools: who reads the numbers, where the data lives, and what to check before you sign anything.
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StrategyWhat hyperautomation means for your workflows
Fri, Oct 30, 20269 min read
Hyperautomation explained for engineering buyers: how it works, how it differs from RPA, who should skip it, how to evaluate it, and what usually breaks.
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AI EngineeringBest AI agent frameworks 2026 for production
Fri, Oct 30, 20267 min read
The best AI agent frameworks 2026 has to offer, compared by an engineering team that ships them: where each fits, where each breaks, and how to choose.
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EngineeringWhere financial process automation breaks
Thu, Oct 29, 20268 min read
Financial process automation fails at the edges: scanned invoices, unsorted exceptions, changed bank details. What broke in our AP build and how we fixed it.
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AI EngineeringLLM Testing: What to Check Before You Ship
Thu, Oct 29, 20269 min read
LLM testing explained for engineering teams: the checks to run, how to build a test set from real traffic, and where LLM evals usually go wrong.
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StrategyAutomotive ERP: What Suppliers Actually Need
Wed, Oct 28, 20266 min read
What an automotive ERP has to do for a tier-1 or tier-2 supplier, where projects go wrong, and a real case of fixing an ERP without replacing it.
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StrategyChoosing Manufacturing ERP Software
Wed, Oct 28, 20268 min read
How manufacturing ERP software works, who needs it, how to evaluate it, and when modernising the system you have beats replacing it.
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StrategyWhat ERP cloud computing changes and what it leaves
Wed, Oct 28, 20267 min read
ERP cloud computing moves patching and hosting to a vendor, but not your customisations or data quality. What changes, what stays, and a real OFBiz example.
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AI EngineeringAI Agent Failure Modes: 9 We Hit in Production
Tue, Oct 27, 20268 min read
Nine AI agent failure modes from production systems, from silent tool errors to eval rot, with the fix for each and a guardrail checklist.
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