# review Published articles for review. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Code review is burning out your best engineers DevFeed: [Code review is burning out your best engineers]() Original publisher: [Read original article]() Author: Ankit Jain Published: 2026-09-18T12:00:00Z Content type: opinion Language: en Sources: [The New Stack]() Topics: [ai code review](), [Code review](), [AI-assisted coding](), [engineering-culture](), [Code quality](), [Reverse Engineering]() Tags: [abstraction](), [ai](), [ai-code-review](), [ai-engineering](), [aviator](), [bugs](), [code-quality](), [code-review](), [developer-tools](), [engineering](), [post-contributed](), [reverse-engineering](), [review](), [software-development](), [sponsor-aviator](), [sponsored-post-contributed]() ### AI overview The article argues that widespread AI-assisted coding is overwhelming experienced engineers with larger review queues and shifting their work from writing code to verifying machine-generated output. It explains that AI-generated code often lacks intent and context, can be plausibly wrong or over-engineered, and may ignore repository conventions. ### Source excerpt Every team I talk to has the same problem. Their best engineers, the ones who care most about code quality, The post Code review is burning out your best engineers appeared first on The New Stack. ## Why human oversight is shifting from writing code to defining requirements DevFeed: [Why human oversight is shifting from writing code to defining requirements]() Original publisher: [Read original article]() Author: Naseeb Ahmed Mian Published: 2026-09-17T13:00:00Z Content type: opinion Language: en Sources: [The New Stack]() Topics: [Requirements](), [AI Agent](), [Code](), [Availability]() Tags: [agent](), [agents](), [ai-agents](), [ai-engineering](), [andela](), [automated](), [availability](), [code](), [pipeline](), [post-contributed](), [requirements](), [review](), [software-development](), [sponsor-andela](), [sponsored-post-contributed](), [tests]() ### AI overview The article argues that human oversight of AI-assisted software development should focus on defining and reviewing requirements, not only checking whether generated code conforms to them. It illustrates the risk with a flawed availability-related requirement that passed specification review, generated six passing tests, traceability checks, and automated QA while violating the feature's intended outcome. ### Source excerpt This walks through the pipeline our agents operate inside--from a recorded scoping meeting through unit specs, spec review, generated code, The post Why human oversight is shifting from writing code to defining requirements appeared first on The New Stack. ## Steam Frame Review: Capable VR Headset for Power Users Who Will Tinker DevFeed: [Steam Frame Review: Capable VR Headset for Power Users Who Will Tinker]() Original publisher: [Read original article]() Author: Scott Hayden Published: 2026-09-16T22:52:10Z Content type: article Language: en Sources: [Road to VR]() Topics: [pc](), [Streaming](), [Users]() Tags: [feature](), [pc-vr-news-reviews](), [performance](), [review]() ### AI overview A review of Valve's Steam Frame VR headset finds that it combines strong standalone capabilities with easy Steam game streaming. Its flexibility and performance appeal to power users, but demanding standalone games may be difficult to run and the headset is less user-friendly than Quest 3. ### Source excerpt Steam Frame is finally here. It's Valve's second-ever VR headset, and a radically different product than its first. Did Valve pull off the vision? And, if so, who is Steam Frame for? Read on in our full review to find out. Table of Contents Steam Frame Review Summary Steam Frame is a unique headset that [...] The post Steam Frame Review - Power-user's Playground appeared first on Road to VR. ## Zed launches Delta public beta for collaborative code review with developers and coding agents DevFeed: [Zed launches Delta public beta for collaborative code review with developers and coding agents]() Original publisher: [Read original article]() Author: Paul Sawers Published: 2026-09-16T19:45:30Z Content type: article Language: en Sources: [The New Stack]() Topics: [GitHub](), [AI-assisted coding](), [pull-requests](), [Developer Platform](), [Tooling]() Tags: [ai](), [ai-agents](), [beta](), [coding-agents](), [collaboration](), [developer](), [developer-tools](), [github](), [pull-requests](), [review](), [software-development]() ### AI overview Zed has announced the public beta of Delta, a collaborative environment where developers and coding agents work, review, and revise code together in shared threads rather than pull requests. The article presents Delta as a response to the volume of agent-generated code and limitations of the pull-request model. ### Source excerpt Something of a consensus has emerged from the developer fraternity in 2026 -- GitHub, a platform built substantively for human The post "Everyone's in a race to replace GitHub": Zed launches Delta because agents made pull requests obsolete appeared first on The New Stack. ## How to Review AI-Generated Python Code Efficiently DevFeed: [How to Review AI-Generated Python Code Efficiently]() Original publisher: [Read original article]() Author: Leodanis Pozo Ramos Published: 2026-09-16T14:00:00Z Content type: tutorial Language: en Sources: [Real Python]() Topics: [AI-assisted coding](), [Code review](), [Python](), [Pytest](), [coding]() Tags: [agents](), [ai](), [ai-coding-agents](), [code](), [coding-agents](), [how-to](), [python](), [review]() ### AI overview This tutorial presents a five-step workflow for reviewing AI-generated Python code. It recommends clarifying the code's intent, running automated checks such as ruff, mypy, bandit, and pytest, inspecting higher-risk areas, and confirming problems by running the code before fixing them. ### Source excerpt Learn an efficient workflow to review AI-generated code in Python: run ruff, mypy, bandit, and pytest, then catch the bugs agents get wrong. ## Building an AI-native data & insights operating system at Webflow DevFeed: [Building an AI-native data & insights operating system at Webflow]() Original publisher: [Read original article]() Author: Ashwini Chaube Published: 2026-09-16T00:00:00Z Content type: article Language: en Sources: [Webflow Blog]() Topics: [data](), [Artificial Intelligence](), [Platform Engineering](), [Data Science](), [decision-making](), [Authorization]() Tags: [agentic](), [ai](), [data](), [data-insights](), [inside-webflow](), [permissions](), [review](), [self-service](), [skills]() ### AI overview Webflow describes how its Data & Insights team built an AI-native operating system for trusted self-service analytics. The approach combines governed data, encoded business context, reusable skills and agents, permissions, architectural controls, review practices, and human judgment, while also changing how the team works through agent-first workflows, learning, and experimentation. ### Source excerpt How we built the governed foundations for trusted self-service analytics while transforming the way our own team works. ## The Mac mini's compact design is influencing competing mini PCs DevFeed: [The Mac mini's compact design is influencing competing mini PCs]() Original publisher: [Read original article]() Author: Sarang Sheth Published: 2026-09-15T19:15:48Z Content type: opinion Language: en Sources: [Yanko Design]() Topics: [Mac Mini](), [pc](), [ASUS](), [ddr5](), [UEFI]() Tags: [amd](), [apple](), [asus](), [benchmark](), [ddr5](), [design](), [desktops](), [desktops-editorial-product-design-mac-mini-mini-pcs](), [editorial](), [mac-mini](), [mini-pc](), [mini-pcs](), [pc](), [pcie](), [product-design](), [review](), [uefi]() ### AI overview The article argues that Apple's Mac mini dimensions and compact aluminum design have influenced competing mini PCs from ASUS, Geekom, Links, Dell, Lenovo and MSI. It also discusses differences in hardware, thermals and firmware, including a UEFI bug that affected one Geekom benchmark. ### Source excerpt The Mac mini Form Factor is So Perfect, Literally Everyone is Copying It Apple's Mac mini is a 127 by 127 by 50mm aluminum square, and the PC industry has spent 2026 rebuilding that square with different logos... ## AI agent approval workflows: handling edits and retries DevFeed: [AI agent approval workflows: handling edits and retries]() Original publisher: [Read original article]() Author: WorkOS Published: 2026-09-15T15:02:39Z Content type: tutorial Language: en Sources: [WorkOS Blog]() Topics: [AI Agent](), [Authorization](), [Tool]() Tags: [agent](), [authorization](), [execution](), [how-to](), [retry](), [review](), [server](), [tool](), [workflows]() ### AI overview This guide explains how to add human approval to AI agent tool calls with WorkOS Airlock. It covers binding approval to an exact request, persisting the proposed action, resuming execution after approval, and recovering when a provider response is uncertain. ### Source excerpt Add human approval to AI agent tool calls. Learn how to review exact requests, resume execution, and handle edits and retries with Airlock. ## Bomb the Hill Review: A Downhill VR Skateboarding Experience with a Touching Story DevFeed: [Bomb the Hill Review: A Downhill VR Skateboarding Experience with a Touching Story]() Original publisher: [Read original article]() Author: J Brodie Shirey Published: 2026-09-15T13:18:26Z Content type: article Language: en Sources: [UploadVR]() Topics: [Sports](), [pc](), [Meta]() Tags: [competition](), [gaming](), [review](), [vr-gaming]() ### AI overview A review of Bomb the Hill, a downhill VR skateboarding game on Quest with a narrative inspired by 1970s skateboarding culture and the early history of the sport. ### Source excerpt Bomb the Hill on Quest is a fun downhill VR skateboarding experience with a surprisingly touching story about the early days of the sport. ## DevRel Field Notes: Build Review Into the Work DevFeed: [DevRel Field Notes: Build Review Into the Work]() Original publisher: [Read original article]() Published: 2026-09-15T00:44:32Z Content type: opinion Language: en Sources: [Michael Crump]() Topics: [devrel](), [Testing](), [Google]() Tags: [coaching](), [devrel](), [evaluation](), [live-stream](), [reporting](), [review]() ### AI overview This DevRel field note argues that rehearsal, behavioral evaluation, and honest reporting should be integrated throughout content production rather than left as final checks. Drawing on creator livestream rehearsal and Google's discussion of behavioral evaluations, it presents these practices as ways to improve tutorial, demo, and live-content quality while acknowledging that the examples do not establish a measured industry trend. ### Source excerpt What creator rehearsal, behavioral evaluation, and transparent reporting suggest about making DevRel content more trustworthy. ## MSI XpertStation WS300 Thermals: Why a 1,300W GB300 Doesn't Throttle on a Desk DevFeed: [MSI XpertStation WS300 Thermals: Why a 1,300W GB300 Doesn't Throttle on a Desk]() Original publisher: [Read original article]() Author: Brian Beeler Published: 2026-09-14T19:41:35Z Content type: article Language: en Sources: [StorageReview.com]() Topics: [Blackwell](), [cpu](), [GPU](), [Grace CPU](), [Nvidia](), [DGX Station]() Tags: [blackwell](), [consumer](), [dgx-station](), [gpu](), [grace-cpu](), [heat](), [memory](), [nvidia](), [performance](), [review](), [workstation]() ### AI overview The article explains why MSI's XpertStation WS300 can sustain a 1,300W GB300 Grace Blackwell Ultra Superchip without throttling on a desk. It attributes the thermal stability to cold plates covering the major heat-producing components, dual 360mm radiators, multiple fans, and a cooling loop rated above the system's nominal CPU and GPU load. ### Source excerpt The most common question we got about the MSI XpertStation WS300 after our review coalesces around one key theme. The GB300 Grace Blackwell Ultra Superchip is a 1,300W part that normally lives in a liquid-cooled rack, so what happens to thermals when you put it in a tower? The concern is fair: a GB300 system The post MSI XpertStation WS300 Thermals: Why a 1,300W GB300 Doesn't Throttle on a Desk appeared first on StorageReview.com. ## Dell Pro 5 16 (AMD) Laptop Review DevFeed: [Dell Pro 5 16 (AMD) Laptop Review]() Original publisher: [Read original article]() Author: Ryan Smith Published: 2026-09-14T16:25:36Z Content type: article Language: en Sources: [ServeTheHome]() Topics: [dell](), [Hardware](), [cpu](), [intel]() Tags: [amd](), [cpu](), [dell](), [external](), [hardware](), [intel](), [intel-core](), [laptop](), [laptops](), [mobile](), [modular](), [overview](), [performance](), [platform](), [portable](), [product](), [review](), [ryzen-ai](), [series](), [strix-point](), [thunderbolt]() ### AI overview A review of Dell's 16-inch Pro 5 business laptop powered by an AMD Ryzen AI 400 series processor. The article highlights its performance, modularity, business positioning, and comparability with Intel-based Dell models. ### Source excerpt Today we are taking a look at Dell's 16-inch laptop for mainstream business segment, the AMD-based Dell Pro 5 16. The pro laptop hits all the high notes, pairing an AMD Ryzen AI 9 HX PRO 470 processor with great modularity and a good balance between size, weight, and performance The post Dell Pro 5 16 (AMD) Laptop Review appeared first on ServeTheHome. ## {unscripted} SF recap: do you trust your AI agents? DevFeed: [{unscripted} SF recap: do you trust your AI agents?]() Original publisher: [Read original article]() Author: Nick Durkin Published: 2026-09-14T00:00:00Z Content type: article Language: en Sources: [Harness Blog]() Topics: [AI Agent](), [Security](), [Code review]() Tags: [ai](), [ai-agents](), [blog](), [review](), [security]() ### AI overview A recap of {unscripted} 2026 in San Francisco examines trust, security, and adoption of AI agents in software delivery. It highlights guardrails, quality standards, regulatory visibility, and code review as important constraints on safely using AI. ### Source excerpt Key takeaways from {unscripted} SF: trust over speed, security teams falling behind attackers, and code review as the new AI bottleneck. | Blog ## Java 27 Technically Within 2 Minutes DevFeed: [Java 27 Technically Within 2 Minutes]() Original publisher: [Read original article]() Author: Billy Korando Published: 2026-09-13T00:00:00Z Content type: article Language: en Sources: [Inside Java]() Topics: [JDK 27]() Tags: [java](), [jdk](), [jdk-27](), [livestream](), [release](), [review]() ### AI overview A brief review of the nine JDK Enhancement Proposals included in the JDK 27 release, with an invitation to a Java 27 livestream featuring live demos and guests. ### Source excerpt Let's review in about 2 minutes the 9 JEPs (JDK Enhancement Proposals) that were included in the JDK 27 release! ## EP225: Why Does Git Revert Cause Conflicts? DevFeed: [EP225: Why Does Git Revert Cause Conflicts?]() Original publisher: [Read original article]() Author: ByteByteGo Published: 2026-09-12T15:30:46Z Content type: article Language: en Sources: [ByteByteGo]() Topics: [Git](), [Claude Code]() Tags: [code](), [git](), [review]() ### AI overview The article explains why git revert can cause conflicts when a later commit changes the same lines as the earlier commit being undone. It contrasts revert with reset and outlines how to resolve the conflict manually before continuing the revert. ### Source excerpt git revert looks straightforward until it throws a conflict ## A working incident response model for GPU clouds DevFeed: [A working incident response model for GPU clouds]() Original publisher: [Read original article]() Author: Sridhar Rajarao Published: 2026-09-12T00:00:00Z Content type: article Language: en Sources: [Sridhar Rajarao]() Topics: [incident](), [Incident response](), [GPU](), [Monitoring](), [Tooling]() Tags: [communication](), [debugging](), [gpu](), [gpu-cloud](), [grafana](), [incident](), [incident-management](), [incident-response](), [jira](), [management](), [on-call](), [operations](), [ownership](), [pagerduty](), [review](), [slack](), [sre]() ### AI overview This article presents an incident response model for GPU clouds and other customer-facing infrastructure businesses. It emphasizes preparation, named ownership, meaningful alert paths, incident command, separation of technical work from customer communication, and post-incident learning. It argues that tools such as PagerDuty, Jira, Grafana, and Slack are useful only within a clear operating model. ### Source excerpt The tools matter, but they only work when they sit inside a clear operating model: ownership, signal, command, communication, and learning. ## ASUS Pro WS W890E-SAGE SE Motherboard Review DevFeed: [ASUS Pro WS W890E-SAGE SE Motherboard Review]() Original publisher: [Read original article]() Author: Ryan Smith Published: 2026-09-11T17:00:36Z Content type: article Language: en Sources: [ServeTheHome]() Topics: [Hardware](), [intel]() Tags: [10gbe](), [asus](), [e610](), [hardware](), [intel](), [motherboard](), [processors](), [review](), [workstation](), [workstation-motherboards](), [xeon-600]() ### AI overview A review of ASUS's Pro WS W890E-SAGE SE, a premium workstation motherboard for Intel's Xeon 600 platform. It examines the board's support for the W890 chipset, eight-channel memory, extensive I/O, BMC functionality, and overclocking features. ### Source excerpt Today we are taking a look at ASUS's premium motherboard for the new Xeon 600 workstation platform, the Pro WS W890E-SAGE SE. A showcase for the platform, the SAGE SE supports Xeon 600's full capabilities, while looking to appeal to both businesses and enthusiasts alike The post ASUS Pro WS W890E-SAGE SE Motherboard Review appeared first on ServeTheHome. ## Cognition helps Devin test its own work with GPT-6 Astra DevFeed: [Cognition helps Devin test its own work with GPT-6 Astra]() Original publisher: [Read original article]() Published: 2026-09-11T16:00:00Z Content type: article Language: en Sources: [OpenAI News]() Topics: [Code review](), [Software](), [Code](), [bug]() Tags: [agent](), [autonomous](), [bug](), [gpt](), [review](), [software](), [testing]() ### AI overview Cognition uses GPT-6 Astra with Devin to test software, provide evidence of results, and help engineers review code changes more efficiently. ### Source excerpt GPT-6 Astra improves Devin's ability to test software and show that it works, with the goal of helping engineers review less code and ship more. ## CachyOS vs. Windows 11 vs. Ubuntu 26.04 LTS On Intel Wildcat Lake + 8GB RAM DevFeed: [CachyOS vs. Windows 11 vs. Ubuntu 26.04 LTS On Intel Wildcat Lake + 8GB RAM]() Original publisher: [Read original article]() Author: Michael Larabel Published: 2026-09-11T15:08:55Z Content type: comparison Language: en Sources: [Phoronix]() Topics: [benchmarking](), [Linux](), [Ubuntu](), [Windows](), [cpu](), [Hardware](), [intel](), [Linux performance]() Tags: [benchmarking](), [desktop-linux](), [hardware](), [intel](), [intel-core](), [laptop](), [linux](), [linux-benchmarking](), [linux-hardware-benchmarks](), [linux-hardware-reviews](), [linux-how-to](), [linux-performance](), [linux-server-benchmarks](), [lts](), [memory](), [microsoft](), [nvme](), [open-source-graphics](), [performance](), [phoronix](), [phoronix-test-suite](), [release](), [review](), [ssd](), [testing](), [ubuntu](), [ubuntu-benchmarks](), [ubuntu-hardware](), [windows](), [windows-11]() ### AI overview This comparison measures Ubuntu 26.04 LTS, CachyOS, and Windows 11 performance on a $449 CHUWI UniBook laptop with an Intel Core 3 Wildcat Lake processor, 8GB of memory, and a 256GB NVMe SSD across various workloads. ### Source excerpt Often times when testing different Linux distributions or comparing Windows vs. Linux it's on leading flagship desktop or server hardware, but today we are looking at the Ubuntu vs. CachyOS vs. Windows performance at the opposite end of the spectrum. With the new CHUWI UniBook $449 laptop powered by Intel Core 3 Wildcat Lake and with 8GB of system memory, here is a look at how those three operating systems compare across a variety of workloads. ## Put Redis data and engineering guidance to work in ChatGPT Work DevFeed: [Put Redis data and engineering guidance to work in ChatGPT Work]() Original publisher: [Read original article]() Author: Olga Lopaci Published: 2026-09-11T00:00:00Z Content type: release Language: en Sources: [Redis Blog]() Topics: [Developer Tools](), [AI Chat](), [AI Bots]() Tags: [agent-skills](), [chatgpt](), [codex](), [engineering](), [observability](), [rag](), [redis](), [review](), [security](), [skills](), [tech](), [work]() ### AI overview Redis launched a development plugin for ChatGPT Work and Codex that supplies current Redis guidance for writing, reviewing, and troubleshooting code. It also describes connecting Redis data to ChatGPT Work's Data agent for plain-language exploration and investigation. ### Source excerpt Redis has launched a development plugin that brings current Redis engineering guidance into ChatGPT Work and Codex. It helps teams write, review, and troubleshoot Redis code without switching between documentation and development tools. Alongside Ope... ## GitHub Copilot app for Beginners: Using the diff, terminal, and browser DevFeed: [GitHub Copilot app for Beginners: Using the diff, terminal, and browser]() Original publisher: [Read original article]() Author: Kayla Cinnamon Published: 2026-09-10T21:31:19Z Content type: tutorial Language: en Sources: [GitHub Engineering]() Topics: [GitHub Copilot](), [AI-assisted coding](), [dev-tools](), [web applications]() Tags: [ai-coding](), [ai-ml](), [github-copilot](), [github-copilot-app](), [github-copilot-app-for-beginners](), [pull-request](), [review](), [web-browser]() ### AI overview A beginner-oriented guide to using the GitHub Copilot app's diff, terminal, and browser panels to review agent-made code changes, run a project, preview a web feature, iterate, and create a pull request. ### Source excerpt Checking agent-generated code usually means hopping between tabs. Learn how to view diffs, run terminal commands, and preview web apps side by side in the GitHub Copilot app. The post GitHub Copilot app for Beginners: Using the diff, terminal, and browser appeared first on The GitHub Blog. ## Eaton HDXL Rack PDU Review: 81kW From a Single Zero-U PDU for AI Racks DevFeed: [Eaton HDXL Rack PDU Review: 81kW From a Single Zero-U PDU for AI Racks]() Original publisher: [Read original article]() Author: Brian Beeler Published: 2026-09-10T19:23:54Z Content type: comparison Language: en Sources: [StorageReview.com]() Topics: [Artificial Intelligence](), [systems](), [GPU](), [Server](), [dell](), [Nvidia](), [NVIDIA RTX](), [Blackwell]() Tags: [2026](), [ai](), [blackwell](), [dell](), [enterprise](), [gpu](), [launch](), [nvidia](), [nvidia-rtx](), [power-management](), [review](), [server](), [systems]() ### AI overview This review examines Eaton's HDXL Rack PDU G4, a zero-U power distribution unit designed to deliver 56-81 kW for high-density AI racks. It explains how GPU server power requirements, outlet counts, and redundant A/B feeds make this class of PDU necessary, using Dell PowerEdge systems with high-end accelerators as an example. ### Source excerpt Eaton is getting ready to ship the kind of PDU that didn't need to exist five years ago. The HDXL Rack PDU G4, arriving in the fourth quarter of 2026, delivers 56-81kW from a single zero-U unit, with 24 outlets, 21 branch breakers, and a 100A corded or 140A terminal-block input. Four models launch in The post Eaton HDXL Rack PDU Review: 81kW From a Single Zero-U PDU for AI Racks appeared first on StorageReview.com. ## Intel Xeon 600 Workstation Performance vs. AMD Threadripper 9000 In Nearly 400 Benchmarks DevFeed: [Intel Xeon 600 Workstation Performance vs. AMD Threadripper 9000 In Nearly 400 Benchmarks]() Original publisher: [Read original article]() Author: Michael Larabel Published: 2026-09-10T16:43:00Z Content type: comparison Language: en Sources: [Phoronix]() Topics: [intel](), [cpu](), [Phoronix]() Tags: [amd](), [article](), [benchmarks](), [comparison](), [cpu](), [desktop-linux](), [intel](), [linux-benchmarking](), [linux-hardware-benchmarks](), [linux-hardware-reviews](), [linux-how-to](), [linux-performance](), [linux-server-benchmarks](), [open-source-graphics](), [performance](), [phoronix](), [phoronix-test-suite](), [review](), [testing](), [ubuntu-benchmarks](), [ubuntu-hardware](), [workstation](), [xeon-600]() ### AI overview This article compares Intel Xeon 600 workstation performance with AMD Ryzen Threadripper 9000 performance using nearly 400 benchmarks, along with power and frequency comparisons. It focuses on the Intel Xeon 678X and AMD Ryzen Threadripper 9980X, tested at both matching and full core configurations. ### Source excerpt Last month I had the chance to test the Xeon 678X workstation processor as my first hands-on opportunity with the Xeon 600 "Granite Rapids WS" series. The Intel Xeon 678X was within the HP Z4 G6i workstation and used it for a number of different benchmarks. In that HP workstation review were also some comparison points to the likes of AMD Ryzen Threadripper while in this article are some much more concentrated benchmarks between the competing Xeon 600 series and AMD Ryzen Threadripper 9000 series for workstations. Nearly 400 benchmarks plus power and frequency comparison too. ## Why I think we should write our own PR descriptions DevFeed: [Why I think we should write our own PR descriptions]() Original publisher: [Read original article]() Author: Ryan Chandler Published: 2026-09-10T12:15:00Z Content type: opinion Language: en Sources: [Laravel Blog]() Topics: [AI Bots](), [AI Chat]() Tags: [agents](), [claude](), [codex](), [developers](), [pull-request](), [review](), [writing]() ### AI overview The article argues that developers should write their own pull request descriptions even when AI agents implement most of a change. Writing serves as a checkpoint for understanding the change and gives reviewers human context beyond an agent-generated diff summary. ### Source excerpt Agents can write your PR descriptions, but they shouldn't. Here's why writing them yourself makes you a better engineer and a better teammate. [Next page]()