Autonomous Engineering

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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We built an agent that assesses risk before software releases

Skip the release meeting. This agent assesses deployment risk automatically, then lets developers choose their deployment strategy.

May 4 • Zohar Einy

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April 2026

How to build a skills library for your engineering team

We found a great way to manage skills and distribute them to the whole engineering team

Apr 27 • Zohar Einy

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