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 61–70 of 70 posts
    Prove What You Shipped: The Case for Audited Developer Work (2026)
    Engineering

    Prove What You Shipped: The Case for Audited Developer Work (2026)

    Resumes and green squares are claims, not proof. Why developers need an audited record of what they actually shipped, and how proof of work changes hiring and trust.

    Matt
    How to Track Coding Time From Git (and Why Git Alone Isn't Enough in 2026)
    Guides

    How to Track Coding Time From Git (and Why Git Alone Isn't Enough in 2026)

    You can estimate coding time from Git commits, but git alone is a benchmark, not an accurate clock, especially with AI. Why telemetry is the accurate layer, and how to combine both.

    Matt
    A WakaTime Alternative Without the Plugin (Git-Based, 2026)
    Product

    A WakaTime Alternative Without the Plugin (Git-Based, 2026)

    Want a WakaTime alternative that works without an IDE plugin? Here is why per-editor plugins miss your work and how git-based tracking captures it across every editor.

    Matt
    The Real Cost of Context Switching for Developers (With Numbers)
    Guides

    The Real Cost of Context Switching for Developers (With Numbers)

    It takes 23 minutes to refocus after an interruption. The real cost of context switching for developers, the yearly math, and how to see and protect your deep work.

    Matt
    Why Manual Timesheets Lie (and What Git-Based Tracking Shows Instead)
    Guides

    Why Manual Timesheets Lie (and What Git-Based Tracking Shows Instead)

    Developers overestimate productive time by up to 40%. Why memory-based timesheets are inaccurate, what it costs, and how git-based tracking gives you honest hours.

    Matt
    How to Measure Flow State Without Breaking It (2026)
    Guides

    How to Measure Flow State Without Breaking It (2026)

    Traditional productivity tracking destroys the flow state it tries to measure. How to measure deep work passively, from your real coding activity, without interrupting it.

    Matt
    Why GitHub Green Squares Don't Prove You Did the Work (2026)
    Engineering

    Why GitHub Green Squares Don't Prove You Did the Work (2026)

    GitHub's contribution graph rewards activity, not impact, and it can be gamed. Why green squares mislead, what they hide, and what actually proves your work.

    Matt
    Best WakaTime Alternatives in 2026: Work-Block Attribution Picks
    Product

    Best WakaTime Alternatives in 2026: Work-Block Attribution Picks

    The best WakaTime alternatives in 2026, tested and ranked. Compare work-block attribution, multi-project sessions, agentic coding tracking, IDE plugins, and free options.

    Matt
    9 Best Time Tracking Tools for Developers in 2026 (Tested + Ranked)
    Product

    9 Best Time Tracking Tools for Developers in 2026 (Tested + Ranked)

    The best time tracking tools for developers in 2026, tested and ranked. Git-based, plugin, whole-computer, and manual options compared for accuracy and friction.

    Matt
    Best Clockify Alternatives for Engineering Teams (2026)
    Product

    Best Clockify Alternatives for Engineering Teams (2026)

    Clockify is built for general manual time tracking, not code. The best Clockify alternatives for engineering teams in 2026: automatic, code-aware, git-based options.

    Matt

    Changelog

    All updates