Blog
Notes on shipping AI.
Practical writing on applied AI, AI-in-mobile, Salesforce and the engineering behind intelligent products.
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MobileSoftware That Lives in a Truck: What Changes When Your App Ships Inside a Vehicle
No app store, no reliable connectivity, no reboot when it hangs. What in-cab and embedded vehicle software demands that consumer app engineering doesn't.
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SalesforceWhat We Learned Shipping a Salesforce Managed Package
Building on Salesforce and shipping a product on Salesforce are different disciplines. Namespaces, governor limits, security review and upgrade paths — what changes when other companies install your code.
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Custom SoftwareTaking Over Someone Else's Codebase: What Happens in the First Two Weeks
The previous team is gone and the app still has to ship. How an experienced team inherits a codebase without breaking it — and why the first instinct, a rewrite, is usually wrong.
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Applied AIAI in Production vs AI Demos: What It Actually Takes to Ship AI That Works
A demo proves a model can do something once. Production proves it keeps working — on messy data, real users, latency budgets and cost ceilings. The engineering that separates the two.
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Applied AIHow We Built an AI Credit-Scoring Engine That Approves Loans in Seconds
A technical walkthrough of the architecture behind real-time credit decisioning — the data pipeline, why tabular models beat LLMs for scoring, the sub-second latency budget, and why explainability and fairness are non-negotiable.
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Custom SoftwareReplacing Excel With Custom Software: When a Manufacturer Should Make the Jump
Excel is a great tool and a terrible system of record. How to recognise when spreadsheets have become a liability on your floor — and how to fix it without a risky big-bang rewrite.
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SalesforceWhat Drives Salesforce Implementation Cost in 2026
Licenses are the small, predictable part. An honest breakdown of where Salesforce implementation budget actually goes in 2026 — including Agentforce — so you can scope realistically.
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MobileNative vs Cross-Platform vs Flutter: Choosing a Mobile Stack in 2026
A decision framework, not a religious war. Native, React Native and Flutter compared across the dimensions that actually decide it — with clear 'choose this when' guidance for 2026.