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Cassidy Williams

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Cassidy Williams is senior director of developer advocacy at GitHub. A software engineer, teacher and startup adviser, she explains developer tools through practical writing, code examples and a weekly programming newsletter.[1][2]

Start with Decoding the new AI lingo: Loops, harnesses, squads, hill climbing… oh my! →
Cassidy Williams

Education

Iowa State University

Computer Science degree

Completed 2014

[4]

Links

Website GitHub Newsletter LinkedIn X

Senior Director of Developer Advocacy · GitHub

Career

An Iowa State alumni record identifies Williams as a 2014 computer-science graduate and describes her move to Venmo. Her own chronology records leaving Netlify at the end of 2021, leading developer education and experience at Remote in 2022, and a concurrent April-to-November portfolio-partner role at OSS Capital. She joined Contenda as CTO in September 2022. Its initial content-repurposing product pivoted to Brainstory; the team later could not sustain the business. Williams joined GitHub in September 2024.[4][5][6][7]

Contributions

Her worktree guide explains Git’s ability to check out several branches into separate directories sharing one repository history. Developers can inspect another branch or give agents separate working directories without repeatedly stashing and switching the same checkout. The article covers creation, listing and removal, and explains why branch isolation still needs coordination when work is brought together.[9]

Ideas

Her AI terminology guide explains a loop as repeated fetching, agent work, validation and escalation. A harness supplies tools, permissions, memory and orchestration around a model; agent squads split responsibilities among participants. Rather than treating new labels as capabilities, the guide asks whether work repeats reliably, what validates the result and where humans intervene. It is an accessible map of practices whose names are still changing.[8]

Tools, writing & talks

Writing, research & talks

References

Latest source check 2026-10-30

  1. [1] Cassidy Williams, Author at The GitHub Blog

    github.blog · Checked 2026-10-30

  2. [2] Cassidy Williams

    cassidoo.co · Checked 2026-10-30

  3. [3] Cassidy's social media links

    cassidoo.co · Checked 2026-10-30

  4. [4] Class Notes - Iowa Stater

    iowastater.iastate.edu · Checked 2026-10-30

  5. [5] See ya, 2022

    cassidoo.co · Checked 2026-10-30

  6. [6] Buh bye, 2023

    cassidoo.co · Checked 2026-10-30

  7. [7] Adios, 2024

    cassidoo.co · Checked 2026-10-30

  8. [8] Decoding the new AI lingo: Loops, harnesses, squads, hill climbing... oh my! - The GitHub Blog

    github.blog · Checked 2026-10-30

  9. [9] What are git worktrees, and why should I use them? - The GitHub Blog

    github.blog · Checked 2026-10-30

Cassidy Williams | VibeLeaderboard