Automation

Harness Engineering: How to Build a Software Factory — Dru Knox, Tessl

Harness Engineering: How to Build a Software Factory — Dru Knox, Tessl

Dru Knox of Tessl discusses harness engineering, the discipline for building software factories with AI agents. He outlines a factory's three pillars—autonomy, automation, quality—and introduces inner, outer, and meta loops. Knox explains why this field is challenging and proposes a three-layer architecture: control plane, agent-ready stack, and improvement loops, concluding with key metrics to track progress towards an agent-driven software development future.

How Jev Turns AI Into Software That Gets Things Done

How Jev Turns AI Into Software That Gets Things Done

Diogo Almeida, founder of TypeSafe AI, joins a16z's Ben Horowitz and Martin Casado to explore why AI is so capable yet so underused for automation. He argues that coding agents make developers faster without making software better, and introduces Jev, a primitive that embeds probabilistic, intent-aware intelligence inside programs. The conversation covers reliability as the key to programmable AI, the revival of probabilistic software, why SaaS companies are well positioned to benefit, and the long-term goal of technology that can reliably "do what I mean."

How AI Is Changing Code Reviews & Software Development

How AI Is Changing Code Reviews & Software Development

This video explores the evolution of code reviews, tracing their history from manual Fagan inspections and pair programming to modern CI/CD automation. It highlights how AI is now transforming code review from a focus on implementation details to a validation of intent, business outcomes, and requirement fulfillment, emphasizing a collaborative model between AI for broad analysis and humans for context and judgment.

The Agent Behind the Curtain: Building the Oz Cloud Agent Platform — Safia Abdalla, Warp

The Agent Behind the Curtain: Building the Oz Cloud Agent Platform — Safia Abdalla, Warp

Safia Abdalla discusses Warp's cloud agent platform, emphasizing its core principle of absorbing complexity from the user. She details features like flexible sandboxes, multi-harness support, and API-driven agent orchestration. The talk highlights how agents manage Warp's open-source repository—from issue triage to PR review—and introduces the "potter's workshop" analogy as a superior model to the "software factory" for modern, human-centric software development.

LLM Knowledge Bases: a practical guide — Ben Holmes, Warp

LLM Knowledge Bases: a practical guide — Ben Holmes, Warp

Ben Holmes outlines a personal knowledge management system leveraging LLMs and automation to transform raw voice-dictated notes into an organized, browsable wiki and visual graph. The process emphasizes rapid, "sloppy" capture, followed by AI agents enriching notes with tags, web research, and backlinks, then generating structured wikis based on Karpathy's methodology, all automated via cloud sandboxes and Obsidian's headless CLI.

Circleback CEO Ali Haghani: Recording Company Meetings Will Become The Norm

Circleback CEO Ali Haghani: Recording Company Meetings Will Become The Norm

Ali Haghani, co-founder of CircleBack, shares his unique hardware setup and delves into how his AI notetaker streamlines business operations, from interview tracking to customer support. He discusses the shift from manual coding to AI-orchestrated development, the nuances of prompt engineering, and his vision for why recording meetings with AI is becoming essential for leveraging LLMs and agents effectively in enterprises, ultimately reshaping the future of software engineering.