The AI-native SDLC playbook

Play for On-device AI (beta)  |  Other Play guides  |  Android Developers

Play for On-device AI enables developers to efficiently distribute custom machine learning models via Android App Bundles and Google Play, offering various delivery modes and device targeting capabilities to optimize deployment on Android devices.

One Developer, Two Dozen Agents, Zero Alignment

Why we need collaborative AI engineering and a tour of Ace: the multiplayer coding workspace

AI-native project management | Plane

Project management for teams and AI agents. Plan, track, and ship with Projects, Wiki, and AI. Available on cloud, self-hosted, and air-gapped.

How to Use AI to Do Stuff: An Opinionated Guide

Covering the state of play as of Summer, 2023

AI-assisted coding for teams that can't get away with vibes

Status: Living document based on production experience Last updated: 5-Jun-2025

Project Think: building the next generation of AI agents on Cloudflare

Announcing a preview of the next edition of the Agents SDK — from lightweight primitives to a batteries-included platform for AI agents that think, act, and persist.

nWave – The AI-augmented Framework for Software Crafters

nWave, an open AI framework that replaces ad‑hoc prompting with repeatable SDLC waves: human intent + agent execution, so teams ship faster, safer, less rework.

Home - Inside Atlassian

Research, expert perspectives, and product announcements from Atlassian on how teams can work smarter with AI. Subscribe for monthly insights on the future of teamwork.

Home - Inside Atlassian

Research, expert perspectives, and product announcements from Atlassian on how teams can work smarter with AI. Subscribe for monthly insights on the future of teamwork.

Beautiful UI — Crafted primitives for AI-native interfaces

A small library of extremely crafted, copy-paste components for chat agents, thinking states, human-in-the-loop approvals, and everything agents need to talk to humans beautifully.

Home

Research, expert perspectives, and product announcements from Atlassian on how teams can work smarter with AI. Subscribe for monthly insights on the future of teamwork.

How teams build – Linear

AI usage patterns in software teams: who is adopting AI, how it reshapes where teams spend their time, and how much more they ship.

Stories | Cyrus

Insights, tutorials, and case studies on AI-powered development workflows. Learn how teams use Cyrus with Linear and Claude Code to ship 20x faster.

Essential Reading for Agentic Engineers - July 2025 | Peter Steinberger

Fresh insights on AI-assisted development: practical experiences with Claude Code and the evolving landscape of full-breadth developers in the age of AI

Running an AI-native engineering org | Claude

How the Claude Code engineering team’s processes and structure changed once agentic coding became the default way of working.

AI Analytics Platform for Your Whole Team

Agentic notebooks, conversational self-serve, and Context Studio for governed AI answers — all in a unified platform for your whole team.