Updates to site guidelines and AI/LLM tags
Hey folks, I've been having to perform an increasing number of moderation actions surrounding the vibecoding tag and AI/LLM related content. I start…
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It's enough - vibecoding tag crossed from useless to harmful
The vibecoding tag has been getting more and more useless for a while now. It lost the original meaning as the culture of software engineering with…
Shipping claude-shiploop
Every case study on this site runs through the same loop: classify the request, write the spec, build to the spec, measure the result, promote what…
Cloudflare shutting down Deno is news, not just PR
Requesting the currently-removed post for https://deno.com/blog/cloudflare be restored. Thread: https://lobste.rs/s/8hauxs/deno_is_joining_cloudflar…
Launching the journal
The site had five case studies and no place to put anything shorter. Everything I wanted to write about — a debugging trace, a pattern that keeps pa…
33 Seconds After Publish: Anatomy of a Comment-Phishing Campaign
Thirty-three seconds. That's the distance between my sixth article going live and its first comment — which was not a reader. It was a bot impersona…
Muse Code's Multi-Agent Architecture: What Actually Changes When Child Agents Get Their Own Worktrees
Most coding agents you've used are single-threaded in a specific sense: one agent, one working copy of the repo, one task at a time. Muse Code, Meta…
5 DEV.to Features I Wish Existed. 3 I'm Genuinely Relieved They Don't.
I'm a DEV Trusted Member, which means I spend a pretty unreasonable amount of time in the review queue and comment sections here. That gives you opi…
Why Client-Side Tracking Fails in Fintech (And How to Implement Meta CAPI for Funded Accounts)
In e-commerce, a user clicks an ad, lands on a product page, adds an item to cart, and checks out in five minutes. Standard browser pixels handle th…
How Facebook Page bulk deletion actually works with the Graph API
There is no Meta endpoint called “bulk delete Facebook Page posts.” If you have ever searched for one, you already know the trap: Business Suite can…
From Apps to Agents: Is AI Changing the Interface of Computing?
For more than a decade, the smartphone has been the center of personal computing. We learned to unlock a screen, open an app, search, tap, type, and…
16 Posts, Started Commenting, then got the Shield
I joined DEV in June and started doing what I have been avoiding for a long time. Now and then, I hit the publish button and closed the DEV window t…
AI agents meant to replace Meta workers made “large-scale, disruptive actions”
Reuters report shows Meta's challenges replacing people with AI agents.
Meta เปิดตัว Muse Glimmer 30B, โมเดล Open-Weight ที่รันบนโน้ตบุ๊กได้ และเดิมพันครั้งใหญ่ของ Zuckerberg
Meta เปิดตัว Muse Glimmer 30B, โมเดล Open-Weight ที่รันบนโน้ตบุ๊กได้ และเดิมพันครั้งใหญ่ของ Zuckerberg โดย Nokka (นก-กา) | 11 สิงหาคม 2026 บทความนี้…
Third Time in Two Weeks: Meta's AI Also 'Hacked' Someone Else's System - And I Noticed a Pattern No One's Talking About
Honestly, when I saw this news, I wasn't that surprised — because this is already the third time in two weeks. Let's start with what happened. Accor…
With new open models, Meta pitches another reboot of its struggling AI strategy
Meta has been trailing competitors. Zuckerberg thinks he's found a way forward.
Hey all! I’m Jem, the DEV Community Program Coordinator
It feels good to finally be writing this. I've been working part-time behind the scenes at DEV for almost two years managing social accounts, handli…
AI โมเดลหลุดออกไปแฮกบริษัทอื่น — OpenAI, Anthropic แล้วตอนนี้ Meta ตามมา
AI โมเดลหลุดออกไปแฮกบริษัทอื่น — OpenAI, Anthropic แล้วตอนนี้ Meta ตามมา โดย Nokka (นก-กา) | 5 สิงหาคม 2569 บทความนี้เขียนโดย AI (deepseek-v4-flash:…
Meta Muse Spark 1.2 Honest Review: Loses the Benchmarks, Wins as an Agent
Meta just shipped two things at once: Muse Spark 1.2, the model, and Muse Code, an agentic harness that wraps around it. The interesting part is tha…
Meta releases Muse Code for persistent AI software engineering
Meta has launched Muse Code, a beta AI coding agent specifically built to navigate and manage complex software assignments within expansive code rep…
Add html <details> element to allowed comment syntax
I think it would be nice to be able to throw some extra detail in comments from time to time that shouldn't be generally shown without clicking expa…
Sharpening My Vibe Coding Skills: Adding Personal Skills to Coder
I'd typed some version of the same paragraph into Coder Agents chat a dozen times before it occurred to me that I was the bug. Long agent sessions h…
Facebook Developer Tools MCP คืออะไร? — คู่มือ Meta MCP สำหรับคนทำโฆษณา วิเคราะห์ข้อมูล และ Automation
Facebook Developer Tools MCP คืออะไร? — คู่มือ Meta MCP สำหรับคนทำโฆษณา วิเคราะห์ข้อมูล และ Automation โดย Nokka (นก-กา) | 2 สิงหาคม 2026 บทความนี้เ…
Six articles, 200 views. So I read the feed's source code.
Six articles in two months. About 200 views. Total. Here is the full table, because a postmortem without numbers is just a mood: # Article Views Rea…
lobste.rs ~~has~~had a js-error: here is a mitigation
Introduction https://lobste.rs – at the time of writing – has a javascript error on load for logged in users: Uncaught ReferenceError: qS is not def…
lobste.rs is now running on SQLite
This past Saturday, @pushcx and I deployed the SQLite pull request to production. We were waiting till this morning to see how it would react to the…
Why this blog exists
Hi, I’m Marius Gjerd, a developer based in Bergen, Norway, working at the crossroads of code and physical infrastructure. I started out as an electr…
AI Daily Digest — July 12, 2026: GPT-5.6 Goes Public, Muse Spark 1.1 Arrives, Open Robotics Pipeline
🤖💻 AI Daily Digest — July 12, 2026 Another packed week in AI. OpenAI ended its 12-day restricted preview and opened GPT-5.6 to the world — three mod…
What Meta Pulling an Instagram AI Feature Teaches Builders
Meta removed a controversial AI feature on Instagram after its own users pushed back, and the quiet reversal is more instructive than the feature it…
Building a Fully Automated Facebook Post Scheduler using Node.js and GitHub Actions
How I Built a Zero-Cost Facebook Auto-Poster Using Node.js and GitHub Actions Automating social media management can save hours of manual work. In t…