1. Library
  2. Skills
  3. AI products
  4. Agentic Engineering
Heavybit Skill

Agentic Engineering

How teams build software when AI coding agents write the code: directing agents, what code review and validation become when code is nearly free, durable systems with disposable code, orchestrating many agents, keeping them safe inside an organization, and how roles change. Drawn from practitioners at HumanLayer, Sentry, Honeycomb, Google DeepMind, and others.
Free with Crucible
Agentic Engineering
Built from nineteen library resources

What a skill is

A skill is a set of working instructions your agent loads when you need it, built from the strategies operators shared in the Heavybit Library. It guides the work and you still do it. Heavybit reads and approves every skill before it ships, and keeps updating skills as new content enters the Library. Skills are plain text, so you or your agent can read any skill in full before acting on it. Your agent decides how to apply a skill, so check its work; if a skill gets something wrong, ask your agent to report it or email platform@heavybit.com.

Connect your agent

  1. Add the endpoint below to your harness: Claude Code, Codex, Claude, Cursor, ChatGPT, or another that supports MCP.
  2. Sign in to your Heavybit account with Google or GitHub when your agent asks. It's free, and your first sign-in creates the account.
  3. Tell your agent what you're working on. It finds the right skill, or you can ask for one by name.

Built from the Heavybit Library

The operators behind this skill shared what they know in these talks, podcasts, and articles. Every one is free in the Heavybit Library.

  • Podcast

The AI Coding Paradigm Shift with Simon Willison

MAY 5, 2026With Simon Willison
On episode 9 of High Leverage, Joe Ruscio sits down with Simon Willison to unpack the rapid evolution of AI coding tools and what they mean for software development. They explore the shift from vibe coding to agentic engineering, how coding agents are…
The AI Coding Paradigm Shift with Simon Willison
High Leverage · Ep. 9

The AI Coding Paradigm Shift with Simon Willison

Listen53 MIN
  • Podcast

The System Is More Than the Code with Charity Majors

AUG 12, 2026With Charity Majors
On episode 10 of Third Loop, the Progressive Delivery team speaks with Honeycomb co-founder and CTO Charity Majors about observability, AI, and the changing economics of software development. They explore a future where code is increasingly disposable and…
The System Is More Than the Code with Charity Majors
Third Loop · Ep. 10

The System Is More Than the Code with Charity Majors

Listen36 MIN
  • Video

The Last 6 Mos of the Agentic Engineering Revolution

JUN 16, 2026With Simon Willison
Coding agents got really good in November. Our digital coding interns can rise to real coding challenges provided we give them clear goals, the right tools, and context. But steering them well is its own craft.
The Last 6 Mos of the Agentic Engineering Revolution
Video

The Last 6 Mos of the Agentic Engineering Revolution

Watch30 MIN
  • Video

What is Write-Only Code?

JUN 16, 2026With Joseph Ruscio
Earlier this year, Joe Ruscio penned a piece called Write-Only Code that made its rounds on the internet. The premise gave this summit its name. He discusses what's actually working, what's failing, and what the real decisions look like.
 What is Write-Only Code?
Video

What is Write-Only Code?

Watch12 MIN
  • Video

The Mythical Agent-Month

OCT 26, 2026With Wes McKinney
Wes McKinney, cofounder of Kenn Software, creator of pandas, and co-creator of Apache Arrow, revisits The Mythical Man-Month for the age of agent factories: why coordination is part of the work, and why judgment and taste matter more as agents take on more of…
The Mythical Agent-Month
Video

The Mythical Agent-Month

Watch18 MIN