Implementing Modern Documentation Search for Developer Portals
When developers or users land on a technical portal, their primary goal is to find precise answers quickly. A poorly implemented search bar leads to…
DevOps
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How to Lead DevRel in the AI Era: Stop Playing It Safe
I’m awake typing this at 5 AM on a Sunday morning, plagued by two issues: the modern operating model for Developer Relations is broken, and I cannot…
The developer and AI newsletters you can sponsor, with their real subscriber counts
Newsletter sponsorship is the one channel where a devtool marketer can see the audience number before writing the email. Substack prints each public…
We Built a DevRel Knowledge Base
Developer Relations & Advocacy is often described as the work of helping developers understand and use a product. That description is correct, b…
Why Your IDP Fails at Adoption (and How to Fix It)
Backstage's user base has quadrupled to roughly 2,200 companies. Adoption still plateaus at around 10% of developers per company. Something other th…
Hey Everyone! I’m Sanidhya from MLH
MLH AI Roadshow Bengaluru Hey Everyone! I am Sanidhya Goel, a new MLH Hackathon Community Manager (HCM) for Asia Pacific, and I couldn’t be more exc…
I’m Looking for the Right Problem, Not the Right Job Title — Could It Be You?
This is a slightly unusual post. After almost 20 years of writing software , creating and leading an open-source project, writing multiple books, sp…
The Kitchen Doesn't Care About Your Excuses
There is a moment in every high-stakes environment when something goes completely, objectively wrong, and the only viable response is to keep workin…
'Governance is a developer experience problem': a Docker Captain reframes AI-agent trust
You handed the agent your CI credentials. You handed it your registry token. Then you asked why nobody in security will sign off on shipping its out…
What Developer Experience Actually Means
Originally published on robatdasorvi.com The onboarding doc said three steps. By step two, I had a broken Homebrew dependency, two conflicting Node…
I Built a Language Tutor That Listens and Scores Your Pronunciation
Language learning apps work fine on a screen, but the hardest part is the thing screens avoid: actually speaking out loud and getting immediate feed…
Beyond the Resume: Why Every Tech Professional Needs a Portfolio
Why Every Tech Professional Should Have a Portfolio Today, I want to talk about something that can make a huge difference in your career: your portf…
Your Docs Are Doing Your Marketing Now (Whether You Like It Or Not)
TL;DR - Nobody has one AI visibility number. You have six (one per model), and they disagree — a cloud infra company we audited scored 33% on ChatGP…
I Built a One-Curl Audio Translator with Telnyx AI Inference
Localizing a podcast, translating a recorded meeting, or dubbing a lecture used to require three different services stitched together. The Telnyx AI…
I Built an AI Subscription Cancel-Save Agent That Does Not Manipulate You
Cancel-save flows are easy to over-engineer into manipulative dark patterns, and easy to under-engineer into "your subscription has been cancelled,…
Building RAG-Powered AI Agents with AgentCore: What the Hands-On Tutorials Don't Tell You
Your vector database is returning results. Your retrieval pipeline is clean. But when you connect AgentCore to your production knowledge base, the a…
The Architect Mode Trap: Why Delegating AI Thinking to Save Money Will Cost You More in the Long Run
You're staring at a blank terminal. The feature is due Friday. Your cursor is blinking, and you've been meaning to write this module for three hours…
The Firestore JOIN Trap: What Google's New Pipelines API Costs You That Nobody's Talking About
Your Firebase function is throwing a Maximum batch size exceeded error for the third time this week. You've got two collections — orders and custome…
The MCP Hosting Churn Problem: What Three Cloud Run Migrations Taught Me About AI Agent Infrastructure
Your production AI agent stopped responding. The logs show a 503. You didn't change anything — but the MCP server you built on Cloud Run three month…
Claude Code Is Writing Your Godot Games — Here's the Hidden Cost Nobody Talks About
The title screen looks perfect. Claude Code generated the scene transitions, the viewport adjustments, the UI anchoring — everything the Qiita tutor…
When the agent codes in seconds, CI becomes the slow neighbour
Last week I caught myself doing something embarrassing. I asked an agent to scaffold a small handler, watched it return a tidy diff in roughly the t…
Ollama's Chinese Model Support Is Real — But Running Kimi and DeepSeek Locally Has a Hidden Cost
Your error rate just spiked 12%. Three weeks of debugging, $40k in developer hours, and the coffee's cold. The terminal is still red. You've been bu…
The Local AI Assistant Trap: Why Running Your Own Costs More Than You Think
The notification hit my phone at 2:47am. A dependency version conflict had bricked the local LLM setup I'd spent two weeks configuring. The model wo…
What it takes to build docs worth reading
Treating docs as a product When documentation lives as an afterthought, it shows. Pages drift out of date, examples break quietly, and release notes…
The Rule Hierarchy Trap: How AI Agent Meta-Patterns Are Quietly Eating Your Team's Cognitive Budget
Your terminal is full of red. Three different AI agents are running in production, each with their own rule set, and none of them agree on what "use…
Claude Code in Production: The Guardrails Nobody Talks About (Until Something Leaks)
Your Claude Code session just spit out a perfect PR description, refactored three services, and drafted commit messages for the entire sprint. Clean…
The Non-Profit Food Delivery Fantasy: What V2EX Reveals About Platform Economics That Western Devs Haven't Figured Out Yet
Your favorite restaurant just closed. Not because the food was bad, not because foot traffic dried up — because the platform took 25% of every order…
Why Your Local LLM Setup Is Costing More Than You Think — And What Happens When It Breaks
You're three hours into debugging a model quantization issue. The GPU utilization is sitting at 12%. Your M2 Max is running hot, the fans sound like…
The AutoGPT Trap: When 'Accessible AI' Becomes Your Most Expensive Lesson
Your terminal is scrolling faster than you can read. The cursor blinks. A process you started "just to test" has now been running for 47 minutes, an…
The Context Gap Killing Your AI Coding Sessions: Why Your Assistant Doesn't Know What You're Looking At
You're SSH'd into a production server at 2 AM. Error logs are scrolling. Your AI assistant is right there in your editor — but it has no idea what's…