35 tracked signals on vibe-coding.
DHH: Future of Programming, AI, Agentic Engineering, Vibe Coding & Linux | Lex Fridman Podcast #501
Lex Fridman · Aug 26, 2026
DHH reversed AI skepticism after Claude Opus 4.5, calling it the dividing line to agentic coding
“I give it a couple of tasks, and I realize that the quality of the output is uncannily close to what I would've written. And I remember just leaning back and thinking, "What just happened?"”
DHH has gone completely off the rails...
Fireship · Sep 28, 2026
DHH declared hand-writing source code economically unviable, endorsing AI-generated code at Rails World 2026
“It is your obligation to deliver those CLIs by next Friday. So I can use your application without actually ever having to touch it.”
Introducing wrapture
Simon Willison · Aug 31, 2026
Expert Python author built entire library with AI, explicitly rejecting vibe coding
“Every line of code and documentation in wrapture was written by an AI assistant working under my direction. I want to be upfront about that, and equally upfront about what it was not. This was not vibe coding, where a one-shot prompt produces a pile of generated code and the person driving hopes for the best because they lack the knowledge to judge what came back.”
How to avoid disaster when vibe-coding a billing engine — Andrew Garvin, Stripe
AI Engineer · Aug 28, 2026
Stripe acquired Metronome and is integrating usage billing into AI-driven CLI orchestration via Stripe Projects.
“the use of Stripe's CLI has exponentially increased over the course of the past five six months”
The Era of Compound Engineering — Kieran Klaassen, Every/Cora
AI Engineer · Aug 20, 2026
Solo engineer ships full AI email client to thousands using zero hand-written code in 2025.
“I haven't written a single line of code this year. Um, maybe I haven't even looked at most of it yet. I do ship.”
Agentic Security: Permissions, Provenance, and the Agent Supply Chain — Steve Yegge, Gas Town
AI Engineer · Jul 20, 2026
AI-accelerated coding multiplies security vulnerability surface by 10x or worse
“if everyone's shipping code at 10 times faster and the defect rate stays the same, the vulnerability rate then that doesn't that mean that the defect surface goes up by 10x?”
Announcing Genie App Builder: vibe coding that understands your business #databricks
Databricks · Jun 22, 2026
Databricks announced Genie App Builder, a context-aware vibe coding tool that understands a business's data and governance.
“Genie App Builder is vibe coding that understands your business.”
Emergent: How Six Months of Tinkering Led To A $100M ARR Company
Y Combinator · Jun 06, 2026
Emergent reached $100M ARR in six months as an AI-native no-code app-building platform from India.
“Emergent is a platform that allows anybody without any programming knowledge to be able to build software that you can actually ship uh that your users can use that you can monetize.”
Data, apps, and agents: the future of app dev with Rayfin | BRK225
Microsoft Developer (Build) · Jun 04, 2026
Microsoft introduces Rayfin, a code-defined backend SDK/CLI that deploys to Microsoft Fabric for the agentic coding era.
“Rayfen is the back-end for this new AI coding era.”
Ensuring your code works when AI testing isn’t enough | BRK208
Andrej Karpathy · Microsoft Developer (Build) · Jun 04, 2026
Professional AI-assisted coding needs a new term—'agentic engineering'—distinct from casual 'vibe coding,' with verification as the core challenge.
“when you fully give into the vibes, embrace exponentials, and forget that the code even exists”
Build Your Own App In Just 30 Minutes! Full Course with Andrew Ng
Andrew Ng · DeepLearningAI · Jun 02, 2026
Andrew Ng says the easiest way to build software in the AI era is to prompt AI, not write code.
“The easiest way to create software in the AI era is no longer to type out code yourself. Instead, you should tell AI to do it for you.”
How Lovable self-improves every hour — Benjamin Verbeek, Lovable
AI Engineer · Jun 02, 2026
Lovable is pursuing continuous learning at scale so its agent learns from each mistake only once.
“We want to have a mistake happen once and then never again.”
Gadgets: Personal app vibe coding that is actually safe — Kenton Varda, Cloudflare
AI Engineer · Aug 05, 2026
Personal AI codegen breaks traditional cloud infrastructure, requiring fundamentally new approaches
“personal AI codegen breaks traditional cloud infrastructure”
One-shotting a Raccoon Heist game using Claude Fable 5
Simon Willison · Aug 05, 2026
Claude Fable 5 built a complete playable game from a 2022 tweet screenshot in one session
Antigravity Arcade: From prompt to game in minutes
Google Developers (Google I/O) · Jul 17, 2026
Google's Anti-Gravity Arcade generates fully playable games from a prompt in minutes, no code required.
“anyone, whether they were a traditional developer or not, could walk up to a laptop running Anti-Gravity with a collection of AI skills and workflows, and with just an idea for a game, have it generated entirely by AI and running on an arcade machine within minutes.”
AI System Design: From Idea to Production - Apoorva Joshi, MongoDB
AI Engineer · Jun 28, 2026
Building production AI systems requires a four-phase framework—requirements, system design, evaluation, optimization—not just vibe coding.
“Specs are the new code. The art is in defining the product requirements, the system design, and evaluate criteria so you can be confident that your AI coding buddies are building the right thing.”
The Age Of The 40-Year-Old Solo Founder Is Here
Y Combinator · Jun 19, 2026
Webflow co-founder's new YC startup Ploy builds websites plus auto-runs marketing optimized for ChatGPT, Perplexity, and Claude discovery.
“help you get found by ChatGPT, help you get found by Perplexity and Claude, so that businesses can run their marketing on autopilot.”
Enabling Governed Vibe Coding for Enterprise Apps on Databricks
Databricks Blog · Jun 16, 2026
Databricks introduces governed vibe coding to bring context and control to enterprise coding agents.
“Vibe coding needs context and control to work in the enterprise”
From Skeptic to Superpower: Real‑World AI Coding Workflows That Scale | BRK229
Microsoft Developer (Build) · Jun 11, 2026
Engineers describe scaling real-world AI coding via autonomous agent flows that break features into parallel task waves.
“within 5 to 10 years 80% of the simple code will be uh done by AI”
From Skeptic to Superpower: Real‑World AI Coding Workflows That Scale | BRK229
Microsoft Developer (Build) · Jun 04, 2026
Engineers at energy firm Think run autonomous, parallel multi-agent flows that break PRDs into features and tasks for AI-driven implementation.
“within 5 to 10 years 80% of the simple code will be uh done by AI”
Build fast, not fragile with Rayfin and Microsoft Fabric | OD810
Microsoft Developer (Build) · Jun 03, 2026
Microsoft introduces Rayfin, a managed backend-as-a-service on Fabric to take vibe-coded prototypes safely to production.
“multiple surveys and analyses uh show that 80 to 90% of AI generated or vibe coded prototypes never become production apps”
Scrimshaw Jukebox
Simon Willison · Oct 06, 2026
Claude Opus 5.5 composed surprisingly competent retro game music via a custom text format
“I wonder if the ability to compose competent music is similar to the 3D graphics thing - a new capability for text models that emerged in the past few months?”
You’re Not Thinking Big Enough: Rebuilding Food Systems with AI Agents — Cody Menefee, Firecrawl
AI Engineer · Sep 23, 2026
AI agents can rebuild food systems by automating tasks like pasture rotation for grass grazing.
“I use artificial intelligence agents all day long. I didn't remember any of the syntax. I don't know any specific programming language, but I'll develop something this weekend.”
Stop Making TUIs
Simon Willison · Aug 21, 2026
Coding agents have made building native GUIs cheap enough to replace throwaway CLIs
“If you haven't tried your hand at turning one of your 500 throwaway CLIs into a native app, you're doing yourself a disservice. Go build a native UI. It'll probably change the way you think.”
Inside our 353,000-person vibe coding course
Google AI · Google AI Blog · Aug 03, 2026
Google's Kaggle ran a free AI agents course for 353,000 learners worldwide
Scott and Mark learn to Vibe Check | LIVE101
Microsoft Developer (Build) · Jun 04, 2026
Microsoft frames AI-built apps as a spectrum from 'slop' to 'vibes' to proper AI-augmented software engineering.
“Nobody likes AI slop. Nobody wants an AI to create applications that are not awesome.”
AIventure: Vibe Coding Journey
Google Developers (Google I/O) · Jun 12, 2026
Google released AIventure, an open-source game teaching vibe coding and agentic workflows with the Gemma 4 open-weights model.
“you have complete flexibility in how the model is served”
Mercator ↔ Equal Earth
Simon Willison · Sep 07, 2026
Animated transition between Mercator and Equal Earth map projections created using GPT-6.
LLM cliché highlighter
Simon Willison · Jul 17, 2026
Simon Willison built a tool to detect and highlight common LLM writing clichés
“no fluff, no filler, no jargon”
Scott and Mark learn to Vibe Check with Steve Sanderson | LIVE116
Microsoft Developer (Build) · Jun 05, 2026
Steve Sanderson demos 'Vibe OS,' a fully AI-hallucinated operating system, as a comedy bit at Build.
“It's the world's first completely hallucinated operating system.”
Scott and Mark learn to Vibe Check with Cassidy Williams | LIVE114
Microsoft Developer (Build) · Jun 05, 2026
Cassidy Williams built a browser SQL query tool where all querying runs in pure CSS, with no database or query engine.
“There is no database and there is no query engine. It's done with pure CSS.”
Scott and Mark learn to Vibe Check with Swyx | LIVE115
Microsoft Developer (Build) · Jun 05, 2026
Swyx demos a vibe-coded internal scheduling app for his AI Engineer conference at Microsoft Build.
“It's basically sort of a binpacking problem where we have all these open slots.”
What is the most random thing you have vibe coded lately?
Google Developers (Google I/O) · Jun 04, 2026
Attendees at Google I/O share casual, personal apps they built via vibe coding.
“My accounting professor for some reason leaked all his questions, so we vibe coded a mock exam that turned out to be the actual exam.”
Cloud based markdown editor: Live vibe coding competition | Microsoft Build Day 2 streaming now!
Microsoft Developer (Build) · Jun 03, 2026
Microsoft Build Day 2 hosted a live vibe-coding competition to build a cloud-based collaborative markdown editor with AI.
“Is there something like Google Docs, but for markdown? I need a cloud-based collaborative markdown editor, please.”
Take our I/O 2026 quiz, vibe coded in Google AI Studio.
Google AI · Google AI Blog · May 29, 2026
Google built an I/O 2026 announcements quiz by vibe coding it in Google AI Studio.