David Beveridge

Writing

Notes on systems, leadership, software, and the work behind the work.

Essays, field notes, and practical thinking on engineering leadership, product judgment, AI workflows, platform design, markets, and a few things worth stewarding carefully.

Engineering leadershipAI workflowsProduct systemsMarketsFaith & character
Notebook and knowledge map sketch
★ Featured

AI-assisted engineering leadership without outsourcing judgment

Essay · 12 min read · May 2026

How to use agents, automation, and structured review to increase engineering leverage while keeping human accountability, architecture judgment, and decision ownership where they belong.

LeadershipAIProcess
Human judgment, agent workflow, accountability loop

What strong technical leadership looks like at 30, 60, and 90 days

Essay · 9 min read

A practical framework for entering a new engineering leadership role and building trust, clarity, and execution.

LeadershipOperations

Clear boundaries before clever features

Field note · 4 min read

Why scope, risk, exit conditions, and interfaces should be visible before the roadmap gets exciting.

ArchitectureProduct

Recent writing

Platform thinking for product-minded engineers

Essay · May 23, 2026 · 8 min read

How platform boundaries, consistency, and purpose drive leverage for teams and users.

Product systems Architecture

Local-first until collaboration matters

Essay · May 20, 2026 · 6 min read

A practical approach to tooling, sync, and data that respects focus and context.

Tools Workflow

Building trading systems with clear execution boundaries

Guide · May 16, 2026 · 11 min read

Designing rules, risk limits, and operations so the strategy can actually survive contact with markets.

Trading Systems

Stewardship over hype in AI product work

Field note · May 12, 2026 · 5 min read

Build for real users, not momentum. Say no often, ship less, and measure what matters.

AI Product

Artifacts beat vibes

Note · May 9, 2026 · 4 min read

Docs, diagrams, tests, and history create clarity and compound value over time.

Process Documentation

A better way to evaluate side-project ideas

Note · May 2, 2026 · 5 min read

A simple framework for ideas you can start, finish, and learn from.

Productivity Decision-making

Recovery is a leadership skill

Essay · Apr 22, 2026

An essay on what leaders actually do when work drifts and a team needs a believable path back to traction.

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Occasional writing on systems, leadership, product judgment, and practical work. Low volume, high signal.