# Refactoring Join 170,000+ engineers and managers getting practical ideas on engineering leadership, technical strategy and high-performing teams. Free, every week. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Getting started with AI governance 🔒 DevFeed: [Getting started with AI governance 🔒]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-09-16T13:03:30Z Content type: article Language: en Sources: [Refactoring]() Topics: [ai-governance](), [Artificial Intelligence](), [Tool]() Tags: [agents](), [ai](), [ai-governance](), [governance](), [tools]() ### AI overview A primer on governing people, agents, tools, and actions in AI systems. ### Source excerpt A primer on how you should think about governing people, agents, tools, and actions. ## Moving AI Coding Agents from Local Hardware to Cloud Hosting DevFeed: [Moving AI Coding Agents from Local Hardware to Cloud Hosting]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-09-08T07:04:07Z Content type: opinion Language: en Sources: [Refactoring]() Topics: [Cloud](), [Orchestration](), [ai-coding](), [Bot](), [Claude Code](), [MCP]() Tags: [agents](), [ai-coding](), [cloud](), [mcp](), [orchestration]() ### AI overview A personal essay about moving AI coding workflows from a Mac Mini and laptop toward cloud hosting. It describes shifting from a single local orchestrator agent to a five-agent Grok Bot panel hosted in the cloud, alongside updates to the author's Tolaria development workflow. ### Source excerpt How I moved most orchestration to Grok Bot ## Match Software Quality Controls to Customer Impact and Technical Risk DevFeed: [Match Software Quality Controls to Customer Impact and Technical Risk]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-09-07T07:03:38Z Content type: opinion Language: en Sources: [Refactoring]() Topics: [Risk](), [Software](), [Architecture & Design]() Tags: [essay](), [risk](), [software]() ### AI overview This commentary argues that software quality controls should reflect a change's customer impact and technical risk. It describes a maturity path from individual quality advocacy to team-wide principles and processes. ### Source excerpt Monday Ideas -- Edition #224 ## Making AI agents work in your team 🤖 -- with Dennis Pilarinos DevFeed: [Making AI agents work in your team 🤖 -- with Dennis Pilarinos]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-09-04T07:01:38Z Content type: opinion Language: en Sources: [Refactoring]() Topics: [Artificial Intelligence](), [Loop Engineering]() Tags: [agents](), [ai](), [ai-agents]() ### AI overview A Refactoring Podcast episode about making AI agents work effectively within a team, featuring Dennis Pilarinos. ### Source excerpt Watch now | Refactoring Podcast - Episode 71 ## How to Think About AI to Become a Better Version of Yourself DevFeed: [How to Think About AI to Become a Better Version of Yourself]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-09-02T07:02:07Z Content type: opinion Language: en Sources: [Refactoring]() Topics: [Artificial Intelligence]() Tags: [ai]() ### AI overview An opinion article about thinking about AI as a way to become a better version of yourself. ### Source excerpt How to think about AI in order to become a better version of yourself. ## Onboarding roulette and recurring AI "Aha" meetings: ideas for reducing user friction and sharing team learning DevFeed: [Onboarding roulette and recurring AI "Aha" meetings: ideas for reducing user friction and sharing team learning]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-31T07:03:19Z Content type: opinion Language: en Sources: [Refactoring]() Topics: [meetings](), [Artificial Intelligence](), [Users](), [account](), [App](), [Mobile](), [Support]() Tags: [account](), [ai](), [app](), [meetings](), [mobile](), [process](), [support](), [users]() ### AI overview This newsletter presents two team practices. Graphite randomly deletes an employee's account so they repeatedly experience product onboarding and uncover friction. It also describes recurring AI "Aha" meetings where everyone shares an AI-related win, failure, surprise, or odd discovery. ### Source excerpt Monday Ideas -- Edition #223 ## Community updates: taking time off, AI club, and next events 💬 DevFeed: [Community updates: taking time off, AI club, and next events 💬]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-28T07:01:45Z Content type: article Language: en Sources: [Refactoring]() Topics: [sessions](), [Artificial Intelligence](), [Processes](), [legacy]() Tags: [ai](), [community](), [events](), [ownership](), [processes](), [projects](), [sessions](), [slack]() ### AI overview A community update recaps discussions from the August Mastermind and AI Club, including planning time off without disrupting team ownership, AI learning and legacy migrations, and upcoming events. ### Source excerpt A special edition focused on our community activities! ## Protecting reasoning, getting your hands dirty, and weekly readings 📚 DevFeed: [Protecting reasoning, getting your hands dirty, and weekly readings 📚]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-24T07:50:13Z Content type: opinion Language: en Sources: [Refactoring]() Topics: [Artificial Intelligence](), [AI-assisted coding]() Tags: [ai](), [coding-agents](), [developers](), [reasoning]() ### AI overview This newsletter edition argues that people should outsource factual knowledge to AI while protecting their own reasoning. The author describes writing a first draft independently and then asking AI to recreate it as a second pass, while also discussing coding-agent productivity and hands-on engineering work. ### Source excerpt Monday Ideas - Edition #222 ## The Case for Hiring Junior Engineers 🌱 DevFeed: [The Case for Hiring Junior Engineers 🌱]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-12T07:19:52Z Content type: opinion Language: en Sources: [Refactoring]() Topics: [Artificial Intelligence](), [systems](), [code reviews]() Tags: [2026](), [ai](), [code-reviews](), [hiring](), [junior](), [systems]() ### AI overview This opinion argues that companies are making a practical business mistake by freezing junior engineering hiring because of AI. It acknowledges that junior engineers now face earlier demands such as code review, critical thinking, and systems thinking, while arguing that these challenges do not eliminate the value of hiring them. ### Source excerpt Let's flip the narrative that you only need seniors now. ## Starting More Work Is Easy; Finishing and Shipping Valuable Product Work Is Harder DevFeed: [Starting More Work Is Easy; Finishing and Shipping Valuable Product Work Is Harder]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-10T07:01:19Z Content type: article Language: en Sources: [Refactoring]() Topics: [Development](), [devex](), [meetings](), [Artificial Intelligence]() Tags: [ai](), [developers](), [devex](), [engineering](), [meetings](), [product-engineering]() ### AI overview This newsletter argues that AI can make it easier for engineers to start work while leaving teams with more stalled work and fewer deployments. It presents product engineering as a way to increase the share of valuable work that reaches users by reducing coordination overhead and expanding engineers' ownership of the product loop. ### Source excerpt Monday Ideas -- Edition #220 ## Monthly Updates on AI Workflows and Tolaria Development DevFeed: [Monthly Updates on AI Workflows and Tolaria Development]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-05T07:01:55Z Content type: news Language: en Sources: [Refactoring]() Topics: [ai-coding](), [Development]() Tags: [ai-coding](), [development](), [updates]() ### AI overview Monthly updates covering the author's AI workflows and Tolaria development. ### Source excerpt Monthly updates to my AI workflows, Tolaria development, and more! ## Bugs, feature requests, career stories, and weekly readings 💡 DevFeed: [Bugs, feature requests, career stories, and weekly readings 💡]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-08-03T07:01:44Z Content type: article Language: en Sources: [Refactoring]() Topics: [GitHub Issues](), [GitHub](), [Open Source](), [Artificial Intelligence]() Tags: [ai](), [bugs](), [career-stories](), [feature](), [github](), [github-issues](), [open-source](), [weekly]() ### AI overview This Monday Ideas newsletter discusses separating bugs from feature requests in product feedback workflows. It recommends routing submissions to the appropriate channels, deduplicating entries, and using intake workflows to turn valid work into tasks. It also includes career interview advice and a sponsored section about AI productivity and context. ### Source excerpt Monday Ideas -- Edition #219 ## How TRM Built a Custom Internal Harness for Product and Engineering Work DevFeed: [How TRM Built a Custom Internal Harness for Product and Engineering Work]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-07-29T07:31:16Z Content type: article Language: en Sources: [Refactoring]() Topics: [Development](), [Artificial Intelligence]() Tags: [case-study](), [development](), [engineering](), [harness](), [product-development]() ### AI overview This case study describes how TRM built a custom internal harness for product and engineering work. ### Source excerpt How TRM built a custom internal harness for product and engineering work. ## Good relationships, automation, and weekly readings 💡 DevFeed: [Good relationships, automation, and weekly readings 💡]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-07-27T07:00:37Z Content type: article Language: en Sources: [Refactoring]() Topics: [Automation](), [Artificial Intelligence]() Tags: [ai](), [ai-impact](), [automation](), [relationships](), [report](), [weekly]() ### AI overview This edition of Monday Ideas discusses AI spending outpacing returns, recommends building professional relationships before an immediate need arises, and argues that teams should automate repetitive copy-and-paste work while preserving human judgment. ### Source excerpt Monday Ideas -- Edition #218 ## The State of AI Impact in Engineering DevFeed: [The State of AI Impact in Engineering]() Original publisher: [Read original article]() Author: Luca Rossi Published: 2026-07-22T12:06:40Z Content type: article Language: en Sources: [Refactoring]() Topics: [Artificial Intelligence](), [data]() Tags: [ai](), [ai-impact](), [data](), [engineering](), [velocity]() ### AI overview The article examines data from more than 500 teams to explore what it reveals about velocity gains associated with AI in engineering. ### Source excerpt What data from 500+ teams is revealing about velocity gains.