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Insights

Field notes from the build.

Practical writing on AI, engineering, design, and the unglamorous work of actually shipping product that lasts.

Insight
May 14, 2026 · 6 min read

Why AI-native delivery beats bolting AI on later

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Insight

Why AI-native delivery beats bolting AI on later

Treating AI as infrastructure from day one — not a feature added at the end — changes how a product is scoped, built, and shipped.

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Case study
Apr 28, 2026 · 8 min read

Modernizing a logistics platform in 90 days

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Case study

Modernizing a logistics platform in 90 days

How a senior team replaced a brittle legacy system with a modern, observable platform — without a big-bang cutover.

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Guide
Apr 9, 2026 · 10 min read

A practical guide to scaling your data platform

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Guide

A practical guide to scaling your data platform

Pipelines, warehouses, and governance that hold up as volume grows — and the failure modes to design around early.

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Insight
Mar 22, 2026 · 5 min read

Design systems that actually ship

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Insight

Design systems that actually ship

Most design systems stall in Figma. The ones that survive contact with production share a few unglamorous habits.

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Newsroom
Mar 3, 2026 · 3 min read

Logic League expands its AI engineering practice

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Newsroom

Logic League expands its AI engineering practice

A growing team and a deeper bench across applied AI, data, and platform engineering for ambitious product teams.

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Ebook
Feb 18, 2026 · 12 min read

The generative-AI playbook for product teams

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Ebook

The generative-AI playbook for product teams

A field guide to shipping useful generative features — evaluation, guardrails, cost, and the patterns that work.

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Guide
Feb 2, 2026 · 7 min read

Observability that pays for itself

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Guide

Observability that pays for itself

The instrumentation worth adding early — and how it turns 2am incidents into five-minute fixes.

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Case study
Jan 20, 2026 · 6 min read

From spreadsheets to a system the team trusts

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Case study

From spreadsheets to a system the team trusts

Replacing a tangle of shared spreadsheets with software that fits how the team actually works.

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