Autonomous Engineering

The market is now called software factory. So I mapped it again.

The market has changed dramatically since I mapped it last, so here’s the new landscape and my thoughts on it

Nov 12 • Zohar Einy

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October 2026

Inside the software factories of leading engineering teams

How are the top engineering teams using agents to build their software? We gathered their stories in one place

Oct 21 • Zohar Einy

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September 2026

7 software factory decisions that Jev should handle

There’s no need to use LLMs for all decisions in a software factory. Some should use Jev. Here are some ideas on the kinds of decisions to convert.

Sep 22 • Zohar Einy

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Building a software factory is easy. Scaling it is a hard.

Software factories are becoming a standard term in engineering. Building it takes probably 1-2 days. But building it to scale across the entire company…

Sep 17 • Zohar Einy

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August 2026

Anthropic Agentic SDLC Playbook: What does it take to run it at scale?

Spent the week with Anthropic's AI-native SDLC playbook. This is the north star, there are couple of elements to think about to run it as scale.

Aug 28 • Zohar Einy

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How Uber built an AI software factory for agentic coding: the MCP gateway and the platform underneath

More than 70% of pull requests at Uber now come from local or cloud agents, and lines of code per engineer has doubled year over year. Uday Kiran…

Aug 24 • Zohar Einy

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Goodbye code review. Hello change review!

Code review is for agents. Change review is for humans who want to stay updated about systematic changes.

Aug 17 • Zohar Einy

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July 2026

How to build an agent registry

Agent sprawl is the biggest issue in engineering of 2026. Here's how you can gather all your agents in one place.

Jul 8 • Zohar Einy

How to build a context lake that saves you 80% on token costs

Agents querying structured context use 80% less tokens. Here's how you can build a context lake to get these results.

Jul 1 • Zohar Einy

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June 2026

How to use AI to make sure every service always has an owner

Here's how to build a workflow in Port that makes sure your services always have owners

Jun 23 • Zohar Einy

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May 2026

How we delegate 40% of tickets to AI in our agentic SDLC

We redesigned our SDLC to make sure AI can take tasks from ticket all the way to production

May 28 • Zohar Einy

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How to build self-healing CI pipelines

Let's fix one of the most annoying parts of software delivery, failed CI jobs, with a workflow that will fix them autonomously

May 12 • Zohar Einy

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