Resources

    Guides, comparisons and engineering notes on measuring developer time, human and agent. Everything here is written from how the measurement actually works, not from how it is marketed.

    Showing 1–12 of 70 posts
    How to Get the Most Out of DevClocked (Complete Guide)
    Guides

    How to Get the Most Out of DevClocked (Complete Guide)

    The full mental model behind DevClocked: coding time vs session hours vs dev time, what each tracker actually records, sessions and work blocks and agent streams, reports, issue links, and invoicing. Written for a first week on the product.

    Matt
    How to Benchmark AI Leverage Across a Team (2026)
    Teams

    How to Benchmark AI Leverage Across a Team (2026)

    A practical framework for benchmarking AI leverage across an engineering team: define output per unit of effort, plot the Effort x Leverage quadrant, and compare your team against its own baseline, not developer against developer.

    Matt
    Time Tracking for Engineering Teams in 2026 (Passive, Provable, Not Surveillance)
    Teams

    Time Tracking for Engineering Teams in 2026 (Passive, Provable, Not Surveillance)

    How engineering team time tracking works in 2026: why manual timers and monitoring tools fail, passive code-native capture, agent hours and token spend, and a rollout the team will accept.

    Matt
    Engineering Team Visibility Without Surveillance (2026)
    Teams

    Engineering Team Visibility Without Surveillance (2026)

    Developer productivity tracking without surveillance: what visibility a lead legitimately needs, what crosses the line, and a rollout pattern that keeps trust.

    Matt
    Engineering Work That Never Becomes a Commit (2026)
    Guides

    Engineering Work That Never Becomes a Commit (2026)

    Code review, thinking, agent supervision, config work, and dead-end spikes are engineering work that never becomes a commit. A taxonomy of the six types, where each one does leave a trace, and how to measure the part git cannot see.

    Matt
    How to Measure AI Adoption Across an Engineering Team (2026)
    Teams

    How to Measure AI Adoption Across an Engineering Team (2026)

    How to measure AI adoption across an engineering team: the metrics that hold up (agent sessions, shipped diff, token spend per PR, spread), and where seat counts and vendor dashboards mislead.

    Matt
    Software Engineering Intelligence Platforms in 2026: 6 Tools Compared (Tested)
    Teams

    Software Engineering Intelligence Platforms in 2026: 6 Tools Compared (Tested)

    Software engineering intelligence platforms compared: DX, Jellyfish, LinearB, Swarmia, Waydev, and DevClocked. What each measures, pricing, and where the AI-agent era breaks their data.

    Matt
    How to Track AI Token Spend by Project (2026)
    Guides

    How to Track AI Token Spend by Project (2026)

    To track AI token spend by project you need per-session records carrying the model, the token counts split by pricing tier, and the repo the session ran in. Here are five ways to get that, where each one breaks, and real numbers from a 13,674 dollar month.

    Matt
    What Is Agentic Engineering Intelligence? (2026 Definition)
    Guides

    What Is Agentic Engineering Intelligence? (2026 Definition)

    Agentic engineering intelligence is the measurement of software work done by humans and AI agents together: session time across IDEs, terminals, and coding agents, tied to commits, PRs, and token cost. Definition, the five dimensions it measures, and how it differs from developer analytics and editor time trackers.

    Matt
    How to Show Coding Activity on Your Resume (2026 Guide)
    Guides

    How to Show Coding Activity on Your Resume (2026 Guide)

    How to show coding activity on your resume without padding it: turn commits into quantified bullets, link one verifiable destination, and skip the screenshots recruiters ignore.

    Matt
    The Best Way to Track Freelance Developer Hours in 2026 (Passive, Provable, Billable)
    Guides

    The Best Way to Track Freelance Developer Hours in 2026 (Passive, Provable, Billable)

    The best way to track freelance developer hours is passive tracking built on your git history plus a telemetry layer, not manual timers. Here is the exact setup, step by step.

    Matt
    How to Track Time Spent on a Coding Project (2026 Guide)
    Guides

    How to Track Time Spent on a Coding Project (2026 Guide)

    How to track time spent on a coding project accurately: scope the project first, pull a free baseline from the repo's git history, then add passive telemetry that attributes sessions (including AI-agent work) to the right project.

    Matt

    Changelog

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