# Advice Published articles for Advice. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Tips for giving your first code reviews DevFeed: [Tips for giving your first code reviews]() Original publisher: [Read original article]() Author: Khan Academy Published: 2017-09-18T22:00:00Z Content type: tutorial Language: en Sources: [Khan Academy]() Topics: [Code review](), [engineering-culture]() Tags: [advice](), [code-review](), [code-reviews](), [engineering](), [internship](), [mobile](), [news](), [onboarding](), [tips]() ### AI overview Hannah Blumberg shares practical advice for people conducting code reviews for the first time. She explains how asking questions and working through reviews with a teammate can help new reviewers contribute, learn, and communicate feedback effectively. ### Source excerpt By Hannah Blumberg At Khan Academy, (nearly) every piece of code that goes into our codebase has been ... Read more ## How to Build Effective Product Loops in Claude Code, with Chief AI and Product Officer at JobNimbus, Tyler Folkman DevFeed: [How to Build Effective Product Loops in Claude Code, with Chief AI and Product Officer at JobNimbus, Tyler Folkman]() Original publisher: [Read original article]() Author: Aakash Gupta Published: 2026-09-04T23:01:00Z Content type: tutorial Language: en Sources: [Product Growth]() Topics: [Loop Engineering](), [Claude Code](), [Artificial Intelligence](), [Prompt Engineering]() Tags: [advice](), [agentic](), [ai](), [claude-code](), [loops]() ### AI overview A practical guide for PMs and product builders on creating product loops in Claude Code. It defines a loop as a process that fetches its own inputs, performs work, passes a gate, writes a named artifact, and repeats. The article also recommends writing a first loop by hand before using AI. ### Source excerpt People keep saying loops are the new prompts. Here's a practical walkthrough of what that actually means for PMs and product builders ## How to Prepare and Submit a Conference Talk Proposal DevFeed: [How to Prepare and Submit a Conference Talk Proposal]() Original publisher: [Read original article]() Author: Jaroslaw Zolnowski Published: 2026-09-01T14:00:06Z Content type: opinion Language: en Sources: [Daniel Glejzner]() Topics: [Angular](), [Front end]() Tags: [advice](), [conferences](), [how-to](), [speaking](), [talks]() ### AI overview The article shares advice on preparing and submitting conference talk proposals. Drawing on experience with Angular and international conferences, it recommends choosing topics based on real work and presenting practical lessons, pitfalls, and solutions clearly in the proposal abstract. ### Source excerpt I still remember my first conference talk. I was nervous and unsure, with a million questions running through my head. Is my topic interesting enough? Will anyone even show up? What if I forget everything I wanted to say? After speaking at ng-India, DevDays Europe, FrontEnd Nation, and many ## Why regex isn't email validation DevFeed: [Why regex isn't email validation]() Original publisher: [Read original article]() Author: WorkOS Published: 2026-08-24T00:00:00Z Content type: article Language: en Sources: [WorkOS Blog]() Topics: [Parsing](), [Forms](), [HTML5 and CSS3 tricks](), [Library](), [Internet]() Tags: [advice](), [deliverability](), [domain](), [email](), [forms](), [framework](), [html5](), [internet](), [library](), [regex](), [validation]() ### AI overview The article explains that email syntax validation with regexes, HTML5 checks, or framework libraries does not establish deliverability or confirm that a mailbox exists. It recommends a loose syntax check and stopping there, while recognizing that stronger checks address separate, less reliable questions. ### Source excerpt Checking that an address looks right and checking that it can receive mail are different problems. Most signup forms only solve the first one. ## Postgres 19: How Our Advice Has Changed Since We Wrote It DevFeed: [Postgres 19: How Our Advice Has Changed Since We Wrote It]() Original publisher: [Read original article]() Author: Christopher Winslett Published: 2026-08-18T19:00:00Z Content type: article Language: en Sources: [CrunchyData Blog]() Topics: [data](), [JIT](), [Latency](), [Temporal data](), [Linux]() Tags: [advice](), [async](), [benchmarks](), [index](), [jit](), [latency](), [linux](), [maintenance](), [parallel](), [partitioning](), [postgres](), [postgres-19](), [production-postgres](), [release](), [storage](), [upgrade]() ### AI overview This article revisits earlier Crunchy Data guidance on loading, storage, indexes, and partitioning for the upcoming Postgres 19 release. It explains which changes in Postgres 18 and 19 affect that advice, including asynchronous I/O, parallel maintenance, BRIN and skip-scan behavior, partition operations, and JIT being disabled by default. The details are based on current betas and may change before general availability. ### Source excerpt Revisiting Crunchy posts on COPY, TOAST, BRIN, covering indexes, and partitioning: what we said then, which Postgres versions changed the story, and what we recommend on Postgres 19. ## TBM 435: 20 Unfiltered Operating Takes DevFeed: [TBM 435: 20 Unfiltered Operating Takes]() Original publisher: [Read original article]() Author: John Cutler Published: 2026-08-08T00:31:35Z Content type: opinion Language: en Sources: [The Beautiful Mess]() Topics: [Framework](), [standard](), [Exception handling]() Tags: [advice](), [implement](), [simplify](), [strategy]() ### AI overview An opinionated set of operating advice argues that the North Star Framework is more useful as a teaching tool than as a rigid organizational practice. The article also cautions that vision-to-tactics pyramids can distract teams by turning labels and abstractions into substitutes for understanding real work. ### Source excerpt I had a friend reach out recently for advice. I started writing... ## Preparing for Mythos: Practical advice for engineering teams DevFeed: [Preparing for Mythos: Practical advice for engineering teams]() Original publisher: [Read original article]() Published: 2026-05-26T00:00:00Z Content type: opinion Language: en Sources: [Chainguard: Unchained]() Topics: [ai security](), [Security](), [anthropic](), [exploit chaining](), [Vulnerabilities](), [open-source-security](), [cURL]() Tags: [advice](), [ai](), [ai-security](), [ai-vulnerability-remediation](), [anthropic](), [article](), [chainguard-containers](), [chainguard-for-ai](), [chainguard-libraries](), [engineering](), [exploit-chaining](), [exploits](), [mythos](), [secure-by-default](), [security](), [vulnerabilities](), [work]() ### AI overview This opinion assesses the security implications of Anthropic's Mythos model and argues that defenders should use AI-assisted methods to identify and remediate vulnerabilities. It says Mythos appears especially capable at exploiting vulnerabilities and chaining exploits, while a test on curl found one new non-critical vulnerability. ### Source excerpt Anthropic's Mythos raises the stakes for software security. Learn how to survive faster exploits with secure-by-default supply chains and AI-assisted defense. ## How corporate politics actually work DevFeed: [How corporate politics actually work]() Original publisher: [Read original article]() Author: Dr Milan Milanović Published: 2026-05-07T15:03:00Z Content type: opinion Language: en Sources: [Tech World With Milan Newsletter]() Topics: [Job](), [meetings]() Tags: [advice](), [corporate](), [engineering](), [hr](), [job](), [manager](), [manipulation](), [mentor](), [relationships](), [remote](), [work]() ### AI overview An interview with former Amazon Vice President Ethan Evans about corporate politics and career advancement. It examines why strong technical work alone may not determine promotions, how managers evaluate visibility and collaboration, the role of influence and relationships, early warning signs before performance-improvement plans, and mentoring in remote teams. ### Source excerpt With Ethan Evans, a former Amazon Vice President. ## I Asked 30+ Engineering Leaders at Apple, Amazon, GitHub and Sony What Junior Engineers Should Do About AI. Here's What They Said. DevFeed: [I Asked 30+ Engineering Leaders at Apple, Amazon, GitHub and Sony What Junior Engineers Should Do About AI. Here's What They Said.]() Original publisher: [Read original article]() Author: Ryan Murphy Published: 2026-05-05T17:03:50Z Content type: opinion Language: en Sources: [The Software Engineering Times]() Topics: [Code](), [GitHub]() Tags: [advice](), [engineering](), [github](), [junior]() ### AI overview The article reports that senior engineers and engineering leaders mostly advised junior engineers to build reliability, ask questions, find mentors, avoid burnout, and learn fundamentals rather than focus primarily on AI. ### Source excerpt I expected most of the advice to be about AI. Almost none of it was. ## Waiting for PostgreSQL 19 - Add pg\_plan\_advice contrib module. DevFeed: [Waiting for PostgreSQL 19 - Add pg\_plan\_advice contrib module.]() Original publisher: [Read original article]() Author: depesz Published: 2026-03-22T13:44:10Z Content type: tutorial Language: en Sources: [select \* from depesz;]() Topics: [PostgreSQL](), [systems]() Tags: [advice](), [hint](), [module](), [pg-plan-advice](), [pg19](), [plan](), [planner](), [postgresql](), [statistics](), [uncategorized](), [waiting]() ### AI overview This article examines PostgreSQL's proposed pg_plan_advice contrib module, explaining why query planners sometimes choose suboptimal plans, how plan hints could stabilize or override those choices, and how to load and test the extension. ### Source excerpt On 12nd of March 2026, Robert Haas committed patch: Add pg_plan_advice contrib module. Provide a facility that (1) can be used to stabilize certain plan choices so that the planner cannot reverse course without authorization and (2) can be used by knowledgeable users to insist on plan choices contrary to what the planner believes ... Continue reading "Waiting for PostgreSQL 19 - Add pg_plan_advice contrib module." ## 5 Career Myths From Women in Engineering DevFeed: [5 Career Myths From Women in Engineering]() Original publisher: [Read original article]() Author: Emily Majewski Published: 2026-03-17T13:28:39Z Content type: opinion Language: en Sources: [Two Sigma Engineering]() Topics: [Job](), [Software Engineering](), [engineering-culture](), [Amazon Web Services](), [Feature Engineering](), [Finance](), [Users]() Tags: [advice](), [career](), [careers](), [engineering](), [skills](), [software-engineer](), [team](), [users]() ### AI overview The article examines five common career myths through the experiences of three Two Sigma engineering leaders. Their nonlinear careers illustrate how lateral moves, detours, and varied roles can build useful skills and inform later work in software engineering, architecture, and technical leadership. ### Source excerpt The post 5 Career Myths From Women in Engineering appeared first on Two Sigma. ## The Hidden Cost of Hoarding Responsibilities on a Software Team DevFeed: [The Hidden Cost of Hoarding Responsibilities on a Software Team]() Original publisher: [Read original article]() Author: hi@swizec.com (Swizec Teller) Published: 2026-02-28T00:00:00Z Content type: opinion Language: en Sources: [Swizec Teller]() Topics: [Job](), [Code](), [Pull Request]() Tags: [advice](), [book](), [career]() ### AI overview The author reflects on rereading advice from Scaling Fast while recording its audiobook. The article argues that team members who retain too many responsibilities can become trapped in their roles, and recommends coding yourself out of the job to create opportunities for growth. ### Source excerpt This week I've been recording the audiobook for Scaling Fast. Working with a professional producer is great! Lots of little tips and tricks to make sure we get the perfect audio experience for you. This means I've been re-reading my book. It's funny how much of the advice is easy to know but hard to do in the moment. You're feeling the stress, your bruised ego, and hearing all the loud voices around you. You don't want to be the adult in the room. But you gotta :) Continue reading -> ## 14 More lessons from 14 years at Google DevFeed: [14 More lessons from 14 years at Google]() Original publisher: [Read original article]() Author: Addy Osmani Published: 2026-02-12T15:30:32Z Content type: article Language: en Sources: [Elevate]() Topics: [Google](), [systems](), [Code]() Tags: [advice](), [engineering](), [google](), [systems](), [teams](), [trust]() ### AI overview An article sharing lessons from 14 years at Google, focused on teams, decision-making, coordination, and the systems around engineering work. It emphasizes choosing the right problems and defining the decision needed from a meeting. ### Source excerpt This time about teams, trust, and the systems around the code. ## Worth Reading: A Tech Career in 2026 DevFeed: [Worth Reading: A Tech Career in 2026]() Original publisher: [Read original article]() Published: 2026-01-28T07:22:00Z Content type: opinion Language: en Sources: [ipSpace.net blog]() Topics: [Learning]() Tags: [advice](), [article](), [career](), [tech](), [worth-reading]() ### AI overview A recommendation of Anil Dash's article on technology careers in 2026, emphasizing the value of applying technical skills and experience across industries while continuing to learn and stay curious. ### Source excerpt There's no "networking in 20xx" video this year, so this insightful article by Anil Dash will have to do ;) He seems to be based in Silicon Valley, so keep in mind the Three IT Geographies, but one cannot beat advice like this: So much opportunity, inspiration, creativity, and possibility lies in applying the skills and experience that you may have from technological disciplines in other realms and industries that are often far less advanced in their deployment of technologies. Read more ... ## Reclaiming My Attention DevFeed: [Reclaiming My Attention]() Original publisher: [Read original article]() Author: Gleb Bahmutov Published: 2026-01-07T05:00:00Z Content type: opinion Language: en Sources: [Gleb Bahmutov]() Topics: [iphone](), [Bluetooth](), [email]() Tags: [advice](), [bluetooth](), [email](), [iphone](), [music](), [music-player](), [people]() ### AI overview The author describes reducing phone distractions while reading and working by leaving an iPhone at home and carrying a small ECHO Mini music player, headphones, and a regular watch instead. ### Source excerpt This year I am reclaiming my attention span away from my iPhone. Lately, I have noticed that while reading or working, I reach for my pho ## NPM Install And Copilot Instructions DevFeed: [NPM Install And Copilot Instructions]() Original publisher: [Read original article]() Author: Gleb Bahmutov Published: 2025-12-30T05:00:00Z Content type: tutorial Language: en Sources: [Gleb Bahmutov]() Topics: [npm](), [GitHub Copilot](), [Cypress](), [Testing](), [AI-assisted coding]() Tags: [advice](), [ai](), [code-completion](), [copilot](), [cypress](), [dependency](), [github-copilot](), [npm](), [plugin](), [process](), [testing]() ### AI overview This tutorial describes updating Copilot instruction files when adding npm dependencies, using a Cypress test for sorted inventory prices as an example. It compares Copilot's suggested assertion with a chai-sorted plugin and shows how instructions can guide Copilot toward a shorter, preferred assertion. ### Source excerpt Here is something I have noticed about my projects and using Copilot lately. When I add a new NPM dependency, I also update the Copilot i ## 10 software essays that changed how I think DevFeed: [10 software essays that changed how I think]() Original publisher: [Read original article]() Author: Dr Milan Milanović Published: 2025-12-18T16:02:04Z Content type: article Language: en Sources: [Tech World With Milan Newsletter]() Topics: [Software](), [Programming](), [Optimization](), [Framework](), [Databases]() Tags: [advice](), [api](), [coding](), [databases](), [design](), [engineering](), [essays](), [frameworks](), [github](), [github-actions](), [optimization](), [software]() ### AI overview The author reflects on software essays that changed their engineering mindset, covering technology selection, architecture, parsing, coding practices, software quality, APIs, and career development. The article lists the selected essays and introduces lessons from them, including the value of choosing proven technology and spending innovation effort selectively. ### Source excerpt Over the years, I've stumbled upon a handful of software essays that fundamentally altered my engineering approach. ## Free interview-preparation challenges for software engineering and front-end developer interviews DevFeed: [Free interview-preparation challenges for software engineering and front-end developer interviews]() Original publisher: [Read original article]() Author: Brian Jenney Published: 2025-12-15T20:00:52Z Content type: article Language: en Sources: [Brian Jenney]() Topics: [Learning](), [Programming](), [Data structures](), [Front end](), [Software Engineering]() Tags: [advice](), [coding](), [data-structures](), [front-end](), [learning](), [system-design]() ### AI overview The author describes spending $10,000 on Interview Kickstart after repeated technical interview failures, later reaching final rounds at Google and Meta without receiving offers. They share free interview-preparation challenges covering light data structures and algorithms, front-end development, system design, behavioral interviews, videos, resources and bonus questions. ### Source excerpt About 5 years ago, I dropped $10,000 on Interview Kickstart (not an endorsement and not NOT an endorsement either) after bombing technical interview after technical interview. ## Test Auto-healing Is A Red Flag DevFeed: [Test Auto-healing Is A Red Flag]() Original publisher: [Read original article]() Author: Gleb Bahmutov Published: 2025-12-10T05:00:00Z Content type: opinion Language: en Sources: [Gleb Bahmutov]() Topics: [Cypress](), [Testing](), [Artificial Intelligence](), [Front end]() Tags: [advice](), [ai](), [ci](), [cypress](), [front-end](), [logs](), [process](), [testing](), [tests]() ### AI overview The article argues that auto-healing tests, including Cypress's cy.prompt behavior, can hide broken development and testing practices. It warns that automatically changing selectors or test commands may allow tests to pass without review, even when the application's behavior or user interface has changed incorrectly. ### Source excerpt Well, I am happy to report Cypress-the-company is ## Verify Then Control The Data DevFeed: [Verify Then Control The Data]() Original publisher: [Read original article]() Author: Gleb Bahmutov Published: 2025-11-30T05:00:00Z Content type: tutorial Language: en Sources: [Gleb Bahmutov]() Topics: [Testing](), [Cypress](), [Web](), [API]() Tags: [advice](), [api](), [cypress](), [json](), [network-testing](), [process](), [schema](), [testing](), [verify](), [web]() ### AI overview This tutorial presents four ways to test a web page that receives two numbers from a server and displays their sum. It recommends validating the server response against an expected schema, then stubbing the network response with deterministic mock data and checking the page's result. ### Source excerpt Imagine we are testing a web page that receives two numbers from the server and then shows their sum ## 20 years of Getting Things Done DevFeed: [20 years of Getting Things Done]() Original publisher: [Read original article]() Author: Tom Published: 2025-11-27T00:00:00Z Content type: article Language: en Sources: [Tomasz Gągor]() Topics: [systems](), [DevOps](), [Monitoring](), [backups](), [health checks](), [Disaster Recovery]() Tags: [2](), [advice](), [backup](), [best-practices](), [devops](), [getting-things-done](), [gtd](), [leadership](), [learnings](), [linux](), [monitoring](), [productivity](), [recovery](), [time-management](), [workshop]() ### AI overview A reflection on 20 years of using Getting Things Done, including how external systems shaped the author's work as a system administrator and DevOps engineer. It describes replacing manual backup checks with failure notifications and introducing monitoring and health checks to move operations from reactive to proactive. ### Source excerpt Reflections and practical tips from 20 years using Getting Things Done, plus a short workshop plan for leaders who want actionable routines. ## Using Copilot Instructions and Page Objects to Develop Cypress End-to-End Tests DevFeed: [Using Copilot Instructions and Page Objects to Develop Cypress End-to-End Tests]() Original publisher: [Read original article]() Author: Gleb Bahmutov Published: 2025-10-09T04:00:00Z Content type: tutorial Language: en Sources: [Gleb Bahmutov]() Topics: [Cypress](), [Testing]() Tags: [advice](), [ai](), [copilot](), [cypress](), [page-object](), [testing](), [tests]() ### AI overview This tutorial demonstrates using Copilot instructions and page objects to develop Cypress end-to-end tests for a TodoMVC application. It shows how instructions can improve generated suggestions, help implement test code, and support refactoring with short prompts. ### Source excerpt I have described using Use Copil ## Use Test-Controlled Data as the Ground Truth for Web Page Tests DevFeed: [Use Test-Controlled Data as the Ground Truth for Web Page Tests]() Original publisher: [Read original article]() Author: Gleb Bahmutov Published: 2025-10-03T04:00:00Z Content type: tutorial Language: en Sources: [Gleb Bahmutov]() Topics: [Testing](), [Cypress](), [Web](), [Ground truth / benchmark quality](), [data]() Tags: [advice](), [cypress](), [data](), [network](), [process](), [source-of-truth](), [test](), [testing](), [web]() ### AI overview This tutorial explains why tests should not compare two values rendered on a web page as if either value were authoritative. It recommends stubbing the data or network response so the test controls the expected value, while allowing limited duplication when it improves clarity and maintainability. ### Source excerpt Imagine you are testing a web page showing the purchase receipt. ## Check Data Using Page Objects And Higher Order Functions DevFeed: [Check Data Using Page Objects And Higher Order Functions]() Original publisher: [Read original article]() Author: Gleb Bahmutov Published: 2025-09-28T04:00:00Z Content type: tutorial Language: en Sources: [Gleb Bahmutov]() Topics: [Cypress](), [Web Development](), [browser](), [web applications]() Tags: [advice](), [backend](), [browser](), [cypress](), [e2e](), [html](), [local](), [process](), [server](), [testing](), [tests](), [validation]() ### AI overview A tutorial on using Cypress page objects and higher-order functions to validate TodoMVC data in local storage, server responses, and HTML structure. ### Source excerpt Testers and developers often use page objects to interact with their web applications via DOM elements. Let's create a page object fo [Next page]()