Anatomy of an Agentic Code Review

Explore how coding agents transform code review processes by increasing PR volumes, highlighting the need for agentic workflows to handle rapid development cycles.

Simon Maple · 16 min read · 9 Oct 2026

One Brain Means Owning Your Organizational Memory

The frustration behind my talk was very ordinary: "where is that file, that presentation, that decision, that client detail, or that piece of research we already discussed?"

Robert Overweg · 12 min read · 8 Oct 2026

Agent Skills Are Supply Chain Components

At AI Native DevCon London, I started with a simple question: who had added a skill to an agent in the last few months? Hands went up. Then I asked people to keep their hands up only if they had ac...

Liran Tal · 16 min read · 8 Oct 2026

Agents Need A Commons For What They Learn

The title of the talk (which is available on YouTube) was useful to quickly provide a mental model of what cq aims to do, but it also carries some limitations. First and foremost, a Stack Overflow...

Davide Eynard, Peter Wilson · 13 min read · 8 Oct 2026

Skills Everywhere Need A Context Pipeline

This post reflects my own experience and opinions, not an official Cisco position.

John Groetzinger · 16 min read · 8 Oct 2026

AI Agent Evaluation Needs Executable Specs

AI coding agents are producing more pull requests, but trust and verification have become the bottleneck. Executable specs turn product intent into checks agents can run against real software.

Shachar Azriel · 12 min read · 8 Oct 2026

Repository Automation Needs Continuous AI

Continuous AI integrates automated workflows into the software development lifecycle, enhancing repository automation and team processes beyond individual productivity.

Don Syme · 13 min read · 8 Oct 2026

Your AI isn't stupid. It's blind.

AI agents struggle with incomplete data, not intelligence. Building effective memory systems is crucial for agents to navigate organizational knowledge accurately.

Ran Aroussi · 9 min read · 8 Oct 2026

A context driven code review that learns and improves on every run

Tessl's context-driven code review integrates with software development, improving code generation and maintenance by learning from past reviews and enhancing standards.

Simon Maple · 16 min read · 8 Oct 2026

Engineering a Context-Driven Software Factory

Explore how context-driven software factories enable agents to handle complex tasks, requiring engineering practices to ensure reliable decision-making and automation.

Patrick Debois · 13 min read · 8 Oct 2026

AI DevCon NYC: From Coding Agents to Software Factories

Curating a conference is an interesting way to see where an industry is heading, because the program tends to reveal which questions have already become accepted and which ones people are only star...

Patrick Debois · 8 min read · 8 Oct 2026

Spec-Driven Development Works When Specs Are System Use Cases

The story that led me into spec-driven development started with a volunteer management system.

Simon Martinelli · 12 min read · 7 Oct 2026