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Websites
- API documentation course
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https://idratherbewriting.com/learnapidoc/
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Web-savvy technical writer with strong knowledge of APIs and…
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12K followers
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Tom Johnson shared thisNew podcast: Will tech writers survive AI? Perspectives from two professors, Nupoor Ranade and Jeremy Merritt In this podcast, I chat with two professors — Nupoor Ranade (Carnegie Mellon) and Jeremy Merritt (James Madison University) — about how AI is reshaping the technical writing profession from the academic side. We discuss dropping enrollments, misconceptions about what tech writers do, historical parallels to past disruptions, agentic AI and organizational restructuring, the cyborg model of human-machine collaboration, and how academics and practitioners can bridge the divide to solve real problems together. Listen/watch here: https://lnkd.in/g3U9k5By #ai #technicalwriting #podcasts #techcomm
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Tom Johnson shared thisNew post: AI Book Club recording of "If Anyone Builds It, Everyone Dies" This is a recording of our AI Book Club discussion of "If Anyone Builds It, Everyone Dies: Why Superhuman AI Will Kill Us All" by Nate Soares and Eliezer Yudkowsky, held March 15, 2026. Our discussion touches on a variety of topics, including whether the book's use of parables strengthens or weakens its argument, the question of whether AI can develop genuine intentions, the competitive dynamics that prevent any single company from pumping the brakes, the limits of recursive self-improvement, and what ordinary people should make of wildly conflicting predictions from leading AI thinkers. This post also includes discussion questions, key themes, and a full transcript. Listen/watch here: https://lnkd.in/grEphhQP
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Tom Johnson shared thisNew post: Automation Engineering 101 for Tech Docs presentation at WTD West Coast Supermeetup Today I'm giving a presentation titled Automation Engineering 101 for Tech Docs at the Write the Docs West Coast Supermeetup. I'm one of two presenters, and there are other activities during the meetup, so this isn't a lengthy presentation. Even so, it should be good! Date: March 12 Time: 6 - 7:30pm PT Location: online (Zoom) Sign up here: https://lnkd.in/gXrb3phQ More details on my blog: https://lnkd.in/gfneFi9HAutomation Engineering 101 for Tech Docs presentation at WTD West Coast SupermeetupAutomation Engineering 101 for Tech Docs presentation at WTD West Coast Supermeetup
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Tom Johnson shared thisNew post: Cracking the code on corporate visibility If you create content and share it with people around you, whether it's blog posts and podcasts on the web, or educational offerings internally at your company, you become much more visible to those around you. That visibility can be helpful in opening doors and expanding opportunities. Read more: https://lnkd.in/guuxXfR8
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Tom Johnson shared thisPodcast: Doc testing, skills files, and the guardians of knowledge -- with Manny Silva In this podcast, Fabrizio Ferri-Benedetti (passo.uno) and I chat with Manny Silva (instructionmanuel.com), head of documentation at Skyflow and author of *Docs as Tests*. Manny is working on a follow-up book that incorporates AI, covering validated generation, trusted agents, and self-healing documentation. Our conversation in this podcast covers some of the topics he’s exploring. For example: documentation testing (testing docs vs. testing the product), skills files (versus regular markdown files that don’t follow the skills spec), the consultant model of docs (and whether this is the future of tech comm in companies), externalizing and sharing skills files (and why one might or might not want to do that), and much more. Throughout, we wrestle with the big question lurking behind all of it: as tech writers pour their expertise into systems that machines can run, are we accelerating ourselves or automating ourselves out of a job? #ai #documentation #technicalwriting #automation #podcast Listen here: https://lnkd.in/gRpFKMR7
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Tom Johnson shared thisNew post: Nobody knows what it will look like in 2 years "Nobody knows what programming will look like in two years" (https://lnkd.in/gZkr6K9H) by Charles Humble (published Feb 18, 2026, on LeadDev.com) is an honest, refreshing take from a programmer wrestling with the uncertainty of the future of programming. He looks at historical trends of new technologies (terminals) replacing old ones (punchcards) and grapples with what programming skills are still relevant. The article connects nicely with what I was exploring in my "10 principles of the cyborg technical writer" (https://lnkd.in/gFVSktjJ). In Humble's post, he identifies about 6 core skills for programmers to stay relevant in the age of AI (for example, "Knowing what a computer actually does," "Reading code critically," and "Testing and validation"). I look at how these 6 principles compare with needed skills in tech comm. Read more: https://lnkd.in/g7ScPHRX
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Tom Johnson shared thisNew post: Good shot, GUS!!!! How to win at pickup basketball even if you're not all that great Every now and then I stumble across a great idea that I get really excited about but others just yawn upon hearing. This post will appeal to the pickup basketball player, of which I think there are about 5 among my audience of readers. If you don't care about pickup bball and want to get back to work, you can stop reading here. However, this technique has been life changing and has applications off the court as well. The basic technique for pickup basketball is this: praise your teammates throughout the game with comments like "Good shot, Gus!!!" Celebrate their wins enthusiastically. When Johan makes a strong rebound, shout "Great rebound, Johan!" When Eddie starts hitting that three-point shot, shout "Way to drain the three, Eddie!!!" and so on. Do this frequently. You don't need to always praise good play; apparently leave a bit of randomness in the reward, praising 80% of the time or so. After doing this for about 30 minutes into the game, you'll start to notice several effects. 1. Other players start playing better 2. You feel a natural high 3. You're more locked in to the game When everyone on your team is playing their best, your chances of winning increase significantly. Read more: https://lnkd.in/g-V6YMwD #basketball #psychology #flow #praiseGood shot, GUS!!!! How to win at pickup basketball even if you’re not all that greatGood shot, GUS!!!! How to win at pickup basketball even if you’re not all that great
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Tom Johnson shared thisNew post: 10 principles of the cyborg technical writer -- brief notes and bullet points on how to use AI to augment your role In my post "The Emerging Picture of a Changed Profession: Cyborg Technical Writers — Augmented, Not Replaced, by AI," I mentioned an upcoming presentation I'm giving to students and faculty. I argue that the future of the profession is the cyborg model, where machines augment our capabilities rather than replace us. In this post, I share notes about what skills a tech writer would need to learn to thrive in this world of augmentation. Read more: https://lnkd.in/g8Zfrbu2
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Tom Johnson shared thisNew post: "World Brain: No Experts" podcast - Three tech writers and a photographer walk into a bar (with Tom Johnson and Floyd Jones) I recently appeared as a guest on the World Brain: No Experts podcast, episode 5, titled "Three tech writers and a photographer walk into a bar (with Tom Johnson and Floyd Jones)." We chat about a range of AI-related topics in a fun, conversational way. The podcast tries to answer the question of whether AI is a rough beast, benevolent angel, or boring super appliance. But we also get into capitalism, cognition + judgement, automation reality, the slow movement, and more. Read here: https://lnkd.in/gm8dXqJQ #podcast #ai #technicalwritingWorld Brain: No Experts podcast - Three tech writers and a photographer walk into a bar (with Tom Johnson and Floyd Jones)World Brain: No Experts podcast - Three tech writers and a photographer walk into a bar (with Tom Johnson and Floyd Jones)
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Tom Johnson liked thisTom Johnson liked thisIt’s finally here. Today is launch day for Women in Technical Communication. For fifty years, women have shaped how we use technology. This book captures their stories in their own words. https://a.co/d/0gDZKOhN
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Tom Johnson liked thisTom Johnson liked thisTomorrow, I officially step into my next role. The excitement is high, but the desire to be fully prepared is even higher. I'm spending my final "off" day building a strong foundation. A new technical challenge deserves a focused, organized mind. Here's what I'm working on today: ‣ A "Clear All" Cache on Life: I’m knocking out the lingering "house tasks" that have been running in the background of my mind. A clear headspace means I can dedicate 100% of my brain to the new team. ‣ Physical Setup, Mental Reset: My workspace is deep-cleaned. No clutter. A fresh notebook, an empty desk, and a clean digital desktop. That new document feeling, but for my office. ‣ The Technical Pre-Game: I am getting a small head start. Not by working, but by absorbing. I’m taking another look at the public documentation, familiarizing myself with the user experience, and dissecting their doc toolchain. Coming in knowing the existing architecture allows me to ask better questions in my first week. I am genuinely energized to dive in. In particular, I’m looking forward to: ‣ Connecting with the team (virtual and maybe eventual real-life handshakes!). ‣ Immersion in a new technical stack and toolchain. (Ready to get my hands on some new code-as-docs infrastructure!) ‣ Deep diving into Kubernetes and its ecosystem. ‣ But most of all, architecting the critical path for new and existing users. One where users move smoothly from initial curiosity to a successful install and runtime in record time. Happy Monday, everyone. Let's make it a great first week. #TechnicalWriting #NewRole #CareerDevelopment #Kubernetes #DevDocs #Onboarding #CareerGrowth
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Tom Johnson liked thisTom Johnson liked thisEvery article I've published through my AI content pipeline required factual corrections that the automated verification missed. These are more than stylistic issues. We're talking factual errors. Wrong OWASP ranking numbers. Fabricated implementation details about real products. A seven-month-old patched CVE presented as a current threat. The models had the correct source material in the prompt. They produced confident, specific, wrong details anyway. I've been digging into why, and the research tells the story: - LLM evaluators recognize and favor their own outputs (causal relationship, not just correlation) - Models score same-family outputs higher, so verifying Claude with Claude doesn't escape the bias - When researchers deliberately introduced quality problems, LLM evaluators missed over 50% of them - 150 agents given identical inputs and instructions produced divergent outputs The scope of AI accuracy problems isn't limited to my editorial pipeline. I recently participated in a project to create official company Agent Skills sourcing from verified, human-authored documentation. AI in the mix introduced hundreds of factual errors across 7 skills, which required weeks of HITL-intensive iteration to correct. These were governed, verified inputs, showing the same failure mode. If your AI content pipeline reports high quality scores from AI-driven QA, the research says those scores are structurally inflated by multiple independent bias mechanisms. Entire product categories (guardrails, evaluation platforms, agent monitoring) exist because this isn't solved. Hundreds of millions in VC says it's hard. I wrote about it here: https://lnkd.in/ehDWzuSMThe Verification Gap in AI Content Pipelines | Dachary CareyThe Verification Gap in AI Content Pipelines | Dachary Carey
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Tom Johnson liked thisTom Johnson liked thisUnpopular opinion: Using AI to come up with ideas for you is bad because you actually need writer's block. You cannot simply turn off your brain for the idea part and then turn it back on to write something awesome. Writers do not sit down and magically spit out something great. The only way to develop taste and move beyond "good enough" is to type through 5 or 10 bad versions until something special sparks. Creativity and judgement come from repetition. AI is the opposite: It shuts down your brain and spits out something that is designed to be generic and make you sound like everyone else.
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Tom Johnson liked thisTom Johnson liked this"And this is one of the ways I know that organizations downsizing technical writing teams have a problem. If I spend up to 90 minutes editing and preparing a simple editorial article for publication daily, after a 7-step pipeline and with the aid of custom-crafted skills, there's no way that an AI content pipeline can write effective, error-free product documentation." Another splendid post by Dachary Carey! https://lnkd.in/erCt292VDrafting Editorial Content with AI | Dachary CareyDrafting Editorial Content with AI | Dachary Carey
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Tom Johnson liked thisTom Johnson liked thisLet me get this straight. Companies started using AI to scan applications because they didn't have time to read what humans wrote. So applicants started using AI to write applications because they knew no human would read them. So companies started using AI to detect the AI that applicants used to get past the AI that companies used to avoid reading applications in the first place. And the entire point of this elaborate digital arms race, this expensive, recursive loop of machine-versus-machine combat, is to eventually hire a human. A human, by the way, who has now been filtered, scanned, flagged, scored, and ranked by three overlapping layers of automation before a single person at the company has looked them in the eye or asked them a question. We automated the hiring process to save time. Then we automated the application process to survive the automation. Then we automated the detection process to catch the automation we forced into existence. And somewhere in this hall of mirrors, there is supposedly a job and supposedly a person and they cannot find each other because we have buried both of them under so much machinery that neither is even real anymore. If your process requires a machine to write it, a machine to read it, and a machine to verify that a machine didn't write it, what exactly are you selecting for? Because it is not talent. It is not character. It is not the ability to do the job. It is the ability to survive the machines. And that has never been the same thing as being the right person for it. Unless you're recruiting for the resistance. We don't have a hiring problem. We have a courage problem. Somewhere along the way, we decided that efficiency was more important than judgment, and now we are three layers of artificial intelligence deep into a process designed to find something no machine can measure. Stop optimizing. Start reading. Start talking to people. The human is the point. Not the obstacle.
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Tom Johnson liked thisTom Johnson liked thisI've been reading the posts. The ones from technical writers worried that AI is coming for their jobs. The ones insisting AI output is garbage and can be safely ignored. The fearful and the defiant, both missing the point. I understand both reactions. I've had them myself — four times before this one. I've watched prior technology transitions promise to make documentation cheaper and require fewer writers. Typewriters to word processors. Print to online help. Desktop help to the web. Static sites to content management systems. And now AI. The promise was half-right every time. The new tool really did automate the mechanical part of the job. That part was real. The other half, the assumption that automating the mechanics meant you needed less of the person, was wrong every time. And it was expensive every time. Our jobs aren't disappearing. The jobs are changing. I've written an expansion of these points in an article too long for a post. I've linked it in the comments.
Experience & Education
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Google
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Volunteer Experience
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Event Program Manager
Society for Technical Communication -- Silicon Valley Chapter
- 1 year 2 months
Education
Find and organize topics and speakers for monthly STC Silicon Valley chapter meetings.
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Co-organizer
Write the Docs - San Francisco Meetup Group
- 1 year
Education
Help find topics and speakers for monthly WTD meetings.
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Summit Proposal Review Committee
Society for Technical Communication
- Present 10 years 6 months
Education
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Podcast co-host
Write the Docs Podcast
- Present 9 years 6 months
Science and Technology
Particulate in a regular podcast covering topics in tech comm. Also manage the website and distribution of the media. See more at https://podcast.writethedocs.org.
Honors & Awards
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Misc Awards
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2015: Outstanding guest editor -- STC Intercom magazine, API documentation edition. May 2015.
2014: Top 10 most influential in #techcomm (MindTouch). See http://www.mindtouch.com/blog/2014/04/25/top-50-most-influential-techcomm-experts-lets-connect-at-the-stc-summit-2014-techwhirl-or-writethedocs
2014: "Most Valuable Professional" (Dr. Explain). More details here: http://www.drexplain.com/mvp/tom-johnson/
2013: #1 Most influential in #techcomm (MindTouch)…2015: Outstanding guest editor -- STC Intercom magazine, API documentation edition. May 2015.
2014: Top 10 most influential in #techcomm (MindTouch). See http://www.mindtouch.com/blog/2014/04/25/top-50-most-influential-techcomm-experts-lets-connect-at-the-stc-summit-2014-techwhirl-or-writethedocs
2014: "Most Valuable Professional" (Dr. Explain). More details here: http://www.drexplain.com/mvp/tom-johnson/
2013: #1 Most influential in #techcomm (MindTouch). http://www.mindtouch.com/blog/2013/04/04/2013-influencers-in-techcomm/
2012: #1 Most influential in #techcomm (MindTouch). See http://www.mindtouch.com/blog/2012/01/06/techcomm-contentstrategy-400-knowledgebase/ for details.
2012: STC senior member (Society for Technical Communication), Oct 2012
2011: Most innovative in technical communication. See http://www.mindtouch.com/blog/2011/05/16/2011-technical-communication-innovation-award-winners/ for details.
2010: #2 Most influential in #techcomm (MindTouch). See See http://www.mindtouch.com/blog/2010/07/29/the-most-influential-technical-communicator-bloggers/ for details.
Languages
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Spanish
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Emily Grace
Grammarly • 2K followers
𝗧𝗶𝗽𝘀 𝗳𝗼𝗿 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗪𝗿𝗶𝘁𝗲𝗿𝘀: 𝗧𝗵𝗲 𝗣𝗿𝗼𝗯𝗹𝗲𝗺 𝗪𝗶𝘁𝗵 𝗢𝘂𝘁𝗱𝗮𝘁𝗲𝗱 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 (Part 2 of 4) Technical writers aren’t just documentation creators; we’re also caretakers. Our responsibility doesn't stop once a document is published. When content becomes outdated, it confuses and frustrates users, impacts support teams, and erodes trust. 𝗛𝗼𝘄 𝘁𝗼 𝗠𝗮𝗻𝗮𝗴𝗲 𝗢𝘂𝘁𝗱𝗮𝘁𝗲𝗱 𝗗𝗼𝗰𝘀 𝟭. 𝗘𝘀𝘁𝗮𝗯𝗹𝗶𝘀𝗵 𝗢𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽 & 𝗧𝗿𝗮𝗰𝗸 𝗬𝗼𝘂𝗿 𝗗𝗼𝗰𝘀 Maintain an internal index that maps documents to owners and doc locations, ensuring nothing slips through the cracks. 𝟮. 𝗖𝗼𝗻𝗱𝘂𝗰𝘁 𝗥𝗲𝗴𝘂𝗹𝗮𝗿 𝗔𝘂𝗱𝗶𝘁𝘀 Schedule recurring reviews to identify stale content before users do. Tie reviews to release cycles so product changes don’t get missed. 𝟯. 𝗜𝗻𝘃𝗼𝗹𝘃𝗲 𝗦𝘂𝗯𝗷𝗲𝗰𝘁 𝗠𝗮𝘁𝘁𝗲𝗿 𝗘𝘅𝗽𝗲𝗿𝘁𝘀 (𝗦𝗠𝗘𝘀) Loop in developers, QA, and product managers to validate accuracy. A short SME review can save hours of user frustration. 𝟰. 𝗪𝗵𝗲𝗻 𝗬𝗼𝘂 𝗖𝗮𝗻’𝘁 𝗚𝗲𝘁 𝗪𝗵𝗮𝘁 𝗬𝗼𝘂 𝗡𝗲𝗲𝗱 If SMEs are unavailable or requirements are unclear, don’t “fill in the blanks.” Outdated or inaccurate docs are worse than missing docs. Leave it out and flag it until you can obtain the correct information. 𝟱. 𝗥𝗲𝘃𝗶𝗲𝘄 𝘁𝗵𝗲 𝗘𝗻𝘁𝗶𝗿𝗲 𝗗𝗼𝗰 When updating a doc, check the entire doc for accuracy, not just the section you edited. 𝟲. 𝗨𝘀𝗲 𝗩𝗲𝗿𝘀𝗶𝗼𝗻𝗶𝗻𝗴 & 𝗔𝗿𝗰𝗵𝗶𝘃𝗲 𝗢𝗹𝗱 𝗗𝗼𝗰𝘀 Archive, never delete. Old content may be required for audits, reference, or compliance purposes. Use versioning to track changes and clearly label deprecated material to avoid confusion. 𝟳. 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗲 𝗪𝗵𝗲𝗿𝗲 𝗣𝗼𝘀𝘀𝗶𝗯𝗹𝗲 Use tooling (CMS workflows, scripts, or doc-as-code pipelines) to trigger alerts when APIs, features, or release notes change. Automation catches what humans miss. 𝟴. 𝗘𝗺𝗽𝗼𝘄𝗲𝗿 𝗨𝘀𝗲𝗿𝘀 𝘁𝗼 𝗥𝗲𝗽𝗼𝗿𝘁 𝗜𝘀𝘀𝘂𝗲𝘀 Add a feedback option to every doc. When users flag an issue, act quickly and thank them. Fast updates show the docs are active and that feedback is valued. 𝟵. 𝗧𝗿𝗮𝗰𝗸 𝗠𝗲𝘁𝗿𝗶𝗰𝘀 & 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 𝗧𝗶𝗰𝗸𝗲𝘁𝘀 Watch for documentation-related tickets or repeated questions. They are signals that something in the doc isn’t clear or current. 𝗕𝗼𝗻𝘂𝘀 𝗧𝗶𝗽: Treat docs like code. If your devs wouldn’t ship untested, outdated code, neither should you publish stale documentation. (Stay tuned for Part 3: Keeping Docs Fresh Is a Team Effort.) 𝗪𝗵𝗮𝘁 𝗔𝗿𝗲 𝗬𝗼𝘂𝗿 𝗧𝗵𝗼𝘂𝗴𝗵𝘁𝘀? How do you handle outdated documentation in your organization? Do you use scheduled audits, automation, or feedback loops to keep content fresh? Share your strategies! #TechnicalWriting #DocumentationMatters #WritersHelpingWriters
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Veronica Phillip, CPTC
ProTech Write & Edit Inc. • 4K followers
💫 New Opportunities for Expert Technical Writers in 2025 🌟 New technological, operational, and user-experience trends have elevated the role of technical documentation from a “nice-to-have” to a strategic necessity. Companies of all sizes—from agile startups to global enterprises—are experiencing pain points that directly translate into high demand for seasoned technical writers and knowledge management experts. ➡️ Here’s how technical writers can provide critical value: ⭕ AI and Automation Projects: ✔️ Companies integrating AI and autonomous agents into their products urgently need clear, user-friendly documentation. ✔️ An AI-certified technical writer bridges the gap between complex technology and user understanding, crafting user guides, chatbot content, and optimized documentation for seamless AI support. ⭕ Cybersecurity and Compliance Initiatives: ✔️ Businesses facing stricter cybersecurity and compliance demands require precise, audit-ready documentation to mitigate risks and pass inspections. ✔️ Experienced technical writers deliver comprehensive compliance manuals, detailed security guidelines, and accessible training materials aligned with standards such as GDPR, ISO 9001, ISO 27001, and ISO 42001:2023 - the world’s first international standard for AI Management Systems (AIMS). ⭕ Consolidating Knowledge Bases Post-Layoff: ✔️ Organizations experiencing layoffs or talent loss risk losing critical institutional knowledge. ✔️ Technical writers quickly capture and organize centralized knowledge bases to protect operations and preserve expertise. ⭕ Tool Integration and Workflow Documentation: ✔️ As companies consolidate their fragmented digital tools, clearly documented workflows become essential for efficiency and productivity. ✔️ Technical writers produce SOPs, integration guides, and user-friendly training resources to smoothly transition teams to unified platforms. ⭕ Customer Education and Self-Service Content: ✔️ Modern users demand immediate, frictionless self-service options to solve their issues, prioritizing robust customer education. ✔️ Certified technical writers design intuitive tutorials, contextual intelligent help tools, and comprehensive knowledge bases to empower users and reduce support costs. ⭕ Developer Relations and API Docs: ✔️ SaaS companies expanding platforms and developer integrations rely heavily on high-quality API documentation to drive adoption. ✔️ Experienced technical writers create engaging developer portals, interactive API references, and practical use-case guides to ensure successful integration and sustained developer engagement. ⭕ Continuous Documentation & DocOps: ✔️ Rapid technological changes have driven companies to adopt continuous documentation workflows (DocOps) embedded directly into agile development cycles. 💬I’m listening… share your take in the comments below ⬇️ Your input helps shape the future. #AIintegration #AIsolutions #documentation #technicalwriting
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Leigh-Anne Wells
Firecrab Tech Writing… • 2K followers
If your writer arrives after code freeze, they aren’t a writer. They’re a historian, recording the mistakes you already shipped. Last week I spent three days inside a 150-page technical report. The logic jumped like version control gone wrong, and the business risk was measurable in dollars per paragraph. That draft was written after the platform rolled out. Here’s the pattern I keep seeing in client calls: 1. Product ships. 2. Support inbox melts. 3. A brief lands on my desk: “Explain what went wrong.” Here’s how I work instead: • I embed while the Figma files are still sketch-ups. • I sit in the GitHub issues, the Loom walkthroughs, the roadmap debates. • I run duplication checks on every outline so we don’t publish the same answer twice with different keywords. • I flag gaps before Customer Success has to write them in Slack thirty times. The result isn’t extra documentation. It’s fewer tickets and faster onboarding. That’s why I call Firecrab Tech Writing Solutions a product function, not a cost centre. A technical writer who codes, audits, and questions the roadmap is cheaper than cleaning up after one who doesn’t. Agree?
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Dr. Gunjan Chauhan
Professional Writer Co. • 12K followers
The real test: Is your AI solving your problems, or creating new ones? Let’s say you're using an AI tool to summarize a research paper 🟥 When the AI works for you You upload the PDF, type: “Summarize this in 5 bullet points with citations” It gives you a coherent, accurate summary with linked references You only need to tweak 10-20% of the output You save 30+ minutes of reading and note-taking Result: You’re leveraging the AI to do the heavy lifting You stay in control, the AI is your assistant 🟥When you work on the AI tool You paste the text, and the AI gives vague or wrong summaries You spend more time fact-checking or rewriting than if you had done it yourself You’re constantly adjusting the prompt, repeating tasks, or redoing everything manually Result: The tool becomes a burden, not a boost Here is a way to make tools work for you Establish the FIT-RITE framework 1. F – Functionality Fit What does the tool do? ✔ Writing? Reading? Data? 2. I – Integration & Input Can it integrate with your workflow/tools? ✔ Supports PDFs, Word, LaTeX? 3. T – Type of Research Stage Which stage of research is it for? ✔ Ideation? Lit Review? Writing? 4. R – Reliability & References Is it trustworthy and academically appropriate? ✔ Does it cite sources? Peer-reviewed? 5. I – Interactivity & Intelligence Is it passive (a tool) or intelligent (an assistant)? ✔ AI-powered? Feedback-enabled? 6. T – Time & Training Benefit Does it save time or require steep learning? ✔ Is the learning curve worth it? 7. E – Economics (Free/Freemium) Is it free or cost-effective for you? ✔ Does the free version work well? A well-chosen AI tool should feel like a productivity boost and a natural extension of your daily process, not a source of new headaches, manual rework, or complexity Please Repost to people who might find it useful in their research journey Hi, I'm Dr. Gunjan Chauhan, a postgraduate professional with over 1430 completed scientific research and medical writing projects. My company, Professional Writer Co., lets you prioritize the science while we help shape your message to reach the right audience through the right channels. If you're looking for a reliable partner, we're here to make your life easier.
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CJ Walker
Firehead • 4K followers
🚀 Ready to master DITA? Learn how to create clear, reusable, and structured content with the DITA Concepts course — taught by structured authoring expert Tony Self. In this ISTC-accredited course, you’ll explore: ✨ The nature of open-source standards 🧩 The basics of XML technologies 🗂️ The principles of structured authoring 🔁 How topic-based architecture and modularity promote content reuse 📄 The practical benefits of separating content and format 🗺️ The role of maps in organizing and structuring content — and much more! Whether you’re a technical writer, editor, or content professional, this course will help you understand the foundation of modern documentation. 👉 Find out more and register today: https://lnkd.in/dfEAPT6h #DITA #techcomm #documentation #onlinelearning #upskilling
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Chakravarthy Tenneti
Seasoned technical writer and… • 3K followers
Sometimes writers think working with subject matter experts is all about asking questions and taking notes. But the fundamental shift happens when you start treating those conversations like a product discovery session. In this video, I break down how a writer can gather requirements the way a product manager does. It covers how to map problem statements, validate assumptions, and shape documentation decisions using the same mindset teams use when building features. If you’re trying to level up your collaboration with experts, this might offer a new angle to work from.
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Dr. Kristen Cyran, Ed.D.
Aspirion • 2K followers
When people think of technical writers, they often picture someone polishing grammar or fixing typos. The reality is that we are designers of information systems. We don’t just create documents. We engineer the pathways that connect users to knowledge. A well-crafted help article, release note, or knowledge base entry isn’t random. It is the result of deliberate design choices around structure, accessibility, and flow. Our work shapes how people experience a product. Documentation isn’t extra. It is the scaffolding that supports product adoption, customer trust, and user success. Great documentation doesn’t simply explain. It empowers.
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Mysti Berry
Berry Content • 2K followers
Many technical writers are afraid that AI is going to 100% replace our role. While it’s clear that AI tools can accelerate our writing process, which means the industry will need fewer of us in the future, there is one task, our main task, that by its very nature AI is unlikely to be able to do: Pull info out of the heads of SMEs who don’t realize what they know that the customers don’t, and what they never wrote down anywhere. There is so much discovery done in each new project, and it happens fast. So much doesn’t get written down until a tech writer or tester says “hey, why does this happen?” or “wait, where does that value come from?” or “um, how does this bit of behavior help the customer?" I’m sure there are AI agents who can already run through a Swagger spec and pretty up a params list. But it’s never going to be able to find out from the developer that two params are meant to be mutually exclusive, or flush out hidden requirements, or make explicit an invisible but required workflow ordering. Here’s a picture of the absinthe we drank at a wee bar my husband, normally a non-drinker, discovered in Pirate’s Alley in New Orleans. Absinthe is not dangerous like the legends say, but the effect of drinking it is unique: a soft, gentle, joyful feeling, quite different from wine, beer, or my favorite Scottish whiskey. Or maybe the feeling came from being in Nola on a warm and quiet afternoon…Anyway, I hope the rest of your holiday weekend is soft, gentle, and joyful!
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