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teds read --tag developer-relations
DevRel in AI & Developer Relations
Essays on DevRel in AI, DevRel strategy for AI companies, developer trust, community, hiring, technical advocacy, and feedback loops.
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Need a clearer DevRel motion for an AI or devtool product? Talk to us about DevRel strategy for AI.
Why Hiring an Influencer for DevRel Fails
Why hiring an influencer for DevRel fails for developer tool startups, and an actionable framework for evaluating developer advocates who can actually build.
BlogDevRel in AI: The Strategy & Playbook for AI Companies
A complete guide to DevRel in AI and DevRel strategy for AI companies: what builds developer trust, how to structure advocacy, and what wastes budget.
BlogAI Didn't Kill the DevRel Interview. It Made the Old Tricks Load-Bearing.
What a 2020 interview-coaching book, a data science career guide, and a freelance bible still teach devrel engineers about standing out, leveling up, and going independent in the 2026 AI developer tools market.
BlogGenerative Engine Optimization (GEO): How AI DevTools Get Cited by Agents
Why developer tools need Generative Engine Optimization (GEO) rather than traditional SEO, and how to structure content so LLMs, Perplexity, and coding agents cite your product.
BlogDevRel for Physical AI and Robotics: Engineering Advocacy for the Real World
Why developer relations for physical AI, robotics, and embodied foundation models requires forward-deployed engineering, data inspection, and hardware-adjacent credibility.
BlogDevRel for AI Developer Tools: The Playbook for Devtools That Actually Ship
The complete guide to developer relations for AI developer tools: earning developer trust, forward-deployed engineering, and avoiding marketing slop.
BlogDevRel for AI Agents: Building Developer Trust When Code Generates Code
How developer relations changes when your product is an AI agent, multi-agent orchestration framework, or agent-native developer tool.
BlogWhy Your AI Agent Evaluations Are Bad Statistics
Frontier agents score 80%+ on short benchmark tasks and still collapse in production. The problem is not the reasoning model—it is evaluating multi-turn stochastic systems with static point estimates.
BlogUse the Forward Deployed Engineer Model for Your DevRel
Why the Forward Deployed Engineer model beats the content-mill agency model for Developer Relations, and how to demand it when you hire an agency for your AI or devtool company.
BlogFounders, Stop Putting DevRel in the Wrong Box
A direct guide for founders hiring DevRel talent: let the role operate as its own function, connect it tightly to sales and customer success, and stop confusing community advocacy with fear of selling.
BlogThe Future of AI Belongs to Teams That Can Explain It
Why AI teams need to build, break, and explain their systems so users, developers, buyers, and communities can trust and adopt them.
BlogYour AI Product Needs a Feedback System Before More Features
Why AI product teams should build feedback loops before adding features, and how to turn user signal into model, data, prompt, UX, and product improvements.
BlogThe AI Product Launch Checklist
A practical PROUD checklist for launching AI products with prototypes, production readiness, market fit, proof, feedback, and post-launch management.
BlogWhy DevRel Is Different for Research and ML Tools
Developer Relations changes when the audience is researchers, PhD scientists, machine learning engineers, and data scientists because adoption depends on evidence, reproducibility, workflow fit, and technical trust.
BlogHow to Evaluate a Technical Writer for AI Content
A practical scorecard for hiring or contracting AI technical writers who can write accurate tutorials, demos, explainers, and content developers trust.
BlogA Practical DevRel Operating System for Small Teams
A lightweight weekly, monthly, and quarterly DevRel operating rhythm for small AI and devtool teams that need content, feedback, community, and measurement without ceremony.
BlogWhen Your AI Product Needs DevRel and When It Doesn't
A decision guide for AI founders deciding whether they need DevRel now, technical content first, developer experience repair, or a clearer product strategy.
BlogHow to Build a Developer Feedback Loop Product Teams Will Use
A practical DevRel feedback loop for collecting developer signal, filtering noise, and turning community, support, and content insights into product action.
BlogCommunity Metrics That Survive CFO Review
How to report developer community value with credible business signal, honest assumptions, and useful operating metrics instead of inflated vanity numbers.
BlogThe Anti-Playbook for DevRel Events
A practical guide to when DevRel events fail, when they are worth doing, and how to tie conferences, talks, workshops, and meetups to real developer outcomes.
BlogTurn Sales Calls Into Developer Content Strategy
How technical teams can turn repeated sales-call questions into developer content, docs, examples, and product feedback without writing sales copy.
BlogWhy Technical Content Is a Product Surface
Why tutorials, docs, demos, examples, and technical explainers should be treated as part of developer experience instead of marketing collateral.
BlogThe Zero-to-One Developer Program
A minimal developer program for AI and devtool startups: one audience, one activation path, one content cadence, one feedback loop, and one useful metric.
BlogDevRel vs Developer Marketing vs Community: What You Actually Need
A practical guide to the differences between Developer Relations, developer marketing, advocacy, education, community, and developer experience roles.
BlogHow to Hire a Developer Advocate Who Can Actually Build
A practical hiring guide for evaluating developer advocates on technical judgment, writing, demos, product sense, and feedback quality instead of audience size alone.
BlogDevRel Strategy Starts With Positioning, Not Events
Why developer relations strategy should begin with audience, product relevance, and differentiation before conferences, communities, or content calendars.
BlogWhat Founders Get Wrong About Community
A plain guide for founders who want developer community without mistaking an empty channel, event calendar, or growth hack for a maintained system.
BlogThe Developer Journey Audit: Find Friction Before You Hire
A practical audit for finding developer onboarding, docs, content, and community friction before hiring DevRel or scaling developer programs.
BlogA 30/60/90 Day DevRel Plan for AI and Devtool Startups
A practical first-quarter Developer Relations plan for technical startups that need sharper positioning, better developer activation, useful content, and reliable feedback loops.
BlogThe Developer Trust Ledger
A practical model for understanding how technical companies earn or lose developer trust through docs, demos, examples, community, and product claims.
BlogThe First DevRel Hire Should Not Be a Megaphone
A founder-focused guide to hiring the first Developer Relations person for a devtool or AI company without confusing audience size for technical trust.
BlogHow to Measure DevRel Without Vanity Metrics
A practical framework for measuring Developer Relations with business signal, developer journey context, and honest reporting instead of inflated reach numbers.
BlogDeveloper Content That Doesn't Feel Like Marketing
A practical guide to writing developer content that earns trust by helping people build, evaluate, debug, and decide instead of dressing a product pitch in technical language.