Markdown Design Specs Enable AI Agents to Build Pages
🚨 The "Figma for AI agents" just dropped. It's called awesome-design-md and it's a curated collection of DESIGN .md files extracted from 31 real websites that coding agents can actually read. No Figma exports. No JSON schemas. No special tooling. Just drop a single markdown file into your project root and tell your agent "build me a page that looks like this." Covers 31 design systems across every major category: → Claude, Vercel, Supabase, Linear, Stripe, Notion, Figma, Apple, NVIDIA, and more → Each file captures color palette, typography rules, component styling, layout principles, shadow system, responsive behavior, and anti-patterns → Includes preview.html and preview-dark.html so you can see the design before using it → Follows the Google Stitch DESIGN .md format the same spec LLMs read best The wildest part? It even ships with an Agent Prompt Guide inside every file copy-paste prompts ready to feed directly to your coding agent. Think of it like AGENTS .md for how your project should build, and DESIGN .md for how it should look. Two files, zero ambiguity, pixel-perfect output. 100% Opensource. MIT License. Link in the first comment 👇
R&D Becomes Enterprise AI’s Fastest Growing Use Case
The impact of Claude Code and better models/agents has put R&D as the fastest growing use case for enterprise AI. Now if you can dream it, you can build it. 💪🏻🚀
Pixel AI Lets You Create Post‑apocalypse Photo Effects
With the latest version of Android, Pixel phones have gained some powerful AI photo manipulation tools. If you can find them, that is. Here's a walk-thru of how to "distress" a photo for that sweet post-apocalypse look... https://t.co/PuHVZYeauo #android #gemini...
AI Threatens Simple 9‑5 Jobs, Prepare for Complexity
There’s nothing wrong with wanting a “simple” 9-5. Go in. Do work. Minimal drama. Go home. But there’s a growing mismatch between that goal and what the market has available. The more a role is: predictable rules-based low interaction low stakes The more it's a candidate for...
AI Reshapes Bug Bounties: Insights From Industry Veterans
If I had a nickel for every time I was asked "How does AI impact bug bounty programs" last week, I would have several nickels... That's partly (*) why it was a hoot to sit down with my long-time vulnerabilityresearch...
Timing and Messaging Triple Paywall Conversion Rates
I built a skill for Claude Code that optimizes in-app upgrade screens so free users actually convert to paid. It rewrites your paywall from the ground up — triggering it at the moment of value (not buried in settings), showing what...
Turn AI Threats Into Career Accelerators in Three Steps
RT Worried AI might put your leadership role on the chopping block? I share 3 moves to turn AI disruption into a career accelerator for you #AI #Career @Star_CIO https://t.co/mIefOcbMM8
AI Is Flattening Organizational Hierarchies, Says Research
Research suggests organizations are using AI to flatten structures. I share more on The Peggy Smedley Show. https://t.co/a1uNVYByyy #IoT #sustainability #AI #digitaltransformation #PeggySmedley #podcast
Claude Is a Thinking Partner, Not a Ghostwriter
Methinks @AnthropicAI is the only ai company out here getting the positioning right with calling @claudeai a “thinking partner.” It’s a collaborator/tool, not a ghostwriter. Use it as you would a paintbrush—it’s a tool; not subcontractor.
Data Centers Power AI: Ben Bajarin Leads Panel
Next up @BenBajarin hosting a panel on the role of data centers in the era of AI https://t.co/0tpwbv9cil
Four Ways to Add Skills to Your ADK Agent
These are four useful ways to bring skills into your ADK agent. Put the skill inline with the code, load it from a local file, import an external location, or create dynamic skills. Great post from @lavinigam and @Saboo_Shubham_ ... https://t.co/OZQXUdTMlT...
AI Threatens Legal Databases, Reducing Them to Free Case Data
“i think AI is a disaster for them [westlaw and lexis]…AI will compress their value to the value of their database of court cases” 👀 - court cases are free though, the law is free
AI-Driven Biology Could Slash Drug Trial Failures Dramatically
AI for biology will have bigger near term wins. The ability for AI to learn from experiments and predict human biology will have very broad impacts in predicting targets, clinical trials, and precision medicine. Tackling the biggest challenge in Pharma (80%...
Speed Wins, Yet Power Users Still Switch Platforms
Dear @GeminiApp Team: A Power User's Product Gap Analysis You have a speed advantage. That is real and measurable. In a side-by-side comparison, Gemini returns results faster than most competitors, and on straightforward queries, the difference is noticeable. But speed alone...
Chart Loses Relevance as Many Names Become Obsolete
not even sure this chart is worth following anymore given how many of these names will become obsolete https://t.co/IB5Fzyi9e0
Plaud NotePin AI Wearable Excels in Meetings and Lectures
For Real: I review the Plaud NotePin Wearable AI Note Taker device and find that there's a lot to like with this smart little gizmo. It's particularly helpful for meetings and lectures, as I demonstrate in this detailed video: https://t.co/ZGZwJp2Cvr...
LLMs Guess, Not Guarantee: Probabilistic by Design
It bears repeating: „LLMs are inherently probabilistic, not deterministic. They try to guess the answer that sounds best, not the objectively correct one. And that’s not a problem to be fixed. It’s fundamental to how these models work.“
Personal AI Grows Faster Than Any Commercial Model
What did I learn by "raising" an AI agent from childhood to adulthood? 1. I started out by just talking to @ReadAI_ on a trip to San Francisco. Talked to my iPhone about what I wanted to build and my...
Human Spies Still Essential in AI-Driven Intelligence
Live and Let AI: Former CIA officer says human spies matter more in the LLM age https://t.co/QzxsPtCZJt https://t.co/FDie2bT4II
Security Is the Key to Unlocking AI Adoption
Every customer meeting at RSA started with AI. The #1 ask: help us protect it. Sat down with @DivesTech to talk about why security is the unlock for AI adoption, why LLMs alone won't solve it, and what AIDR means for...
Collaboration Shifts From Reading Code to Planning
"You used to have to be able to understand the code itself, and if you didn't have that shared mental model, you can't collaborate. But now that humans aren't writing the code, you have to shift from the code itself...
AI Citation Tool Can Hallucinate References—Always Verify
I built a reference retrieval agent w/ multiple verification steps to pull citations directly from PubMed & send straight to my Paperpile. I still always check citations & good thing I do—it hallucinated 4 refs that magically obviated the need for...
System Prompt Just Repeats “Don’t Do Illegal Things”
"The system prompt is literally just saying over and over, 'Don't do illegal things.'" 😂 -- @kaiynne https://t.co/s7Jw0sjSwI
China Probes Anthropic Models; Claude Code Reigns as Top Harness
"China did these weird attacks where they were trying to use the model to figure out what it was doing ... the value of Anthropic is based on the models, not on this harness, but everyone is using Claude Code,...
AI Evaluates How MLB's New Ball‑Strike System Performs
#AI on deck: Assessing impact of MLB's new ball-strike system by Louis DiPietro @TechXplore_com Learn more: https://t.co/FUUOAYx7Vm #ArtificialIntelligence #MachineLearning #ML https://t.co/7E5uRfDggI
Even Sloppy Code Can Make Agents Surprisingly Effective
Re Claude Code hack: "The people who should be best at using agents are not. ... the code is so cobbled together and slop-filled — and yet it works." -- @kaiynne https://t.co/TvMSeHiXJj
KubeCon EU Highlights AI Surge, GitOps, Sovereignty
I'm seeing some KubeCon EU recaps trickling out. This one from Intuit Engineering looks at the AI blitz, open source challenges, GitOps advances, sovereignty, and more. https://t.co/tTaMhZXIGx https://t.co/0rfCH0GJcS
Only 1% Worry About AI Vulnerability Apocalypse
So why nobody (well, maybe <1%) care about the coming AI-powered vulnerability apocalypse? (ref @unpromptedconf vs #RSAC discussions, cc @gadievron ) #question
Columbia Engineers Create Self‑Repairing, Self‑Upgrading Robots
Self-Repairing, Self-Upgrading #Robots Developed at Columbia #Engineering by @tweetciiiim #AI #Robotics #MachineLearning #ArtificialIntelligence #ML https://t.co/3ovnUfe9IR
Next‑Gen AI “Lab‑in‑the‑Loop” Launches Today
For all the great folks advancing medicine and human health through rigorous science + serious applied #AI, here is a next gen “lab in the loop” being released today on 4/1 😜 https://t.co/Li8Bkd9rAQ
Agent 4 Transforms Replit Into a Fully Customizable OS
Agent 4 made Replit into an OS of sorts. You can endlessly customize the platform with skills.
AI Can Fully Replace PR, Not Just Augment It
Not an April Fool's Joke (at least, I'll bet money it isn't). A restructuring firm got a big assignment. FT tried to reach their PR contact (see https://t.co/GWy2ksZUgr ). No record of her anywhere. AI said the headshot was 97%...
Experts Demand Google Ban AI Videos for Children
Oh boy -> Child development experts have demanded that Google prohibit AI-generated videos from being shown to young viewers on its video platforms YouTube and YouTube Kids, and halt investments in using AI-generated videos for children “This content, riddled with...
Generative BI Amplifies Your Foundation: Scale Intelligence, Not Chaos
Generative BI doesn’t accelerate everything. It compresses friction. But here’s the truth: It amplifies whatever it sits on top of. Strong foundation → intelligence at scale Weak foundation → chaos at scale That’s the inflection point. Article 2/4: https://t.co/E4BYVwebSq https://t.co/n2mvvezbl7
Massive Physical AI Hub Powers Next‑Gen Robotics
Inside a Large-Scale Physical #AI Training Center Powering Next-Gen #Robotics via @ZappyZappy7 #Robots #MachineLearning #ArtificialIntelligence #Innovation #Technology #ML https://t.co/YWSNm2MhUU
1,000‑plus on Waitlist, Set to Outshine
Almost 1,000 on the waitlist for https://t.co/LsbMCg34M5 now 👀 Gonna blow all these so called "AI CMO" startups out of the water. https://t.co/N6iMdAlEr3
AI On
AI on X without the jokes: https://t.co/kiuZ7QXLzb Just updated. I'll be back with a report on all the jokes, if that's what you are here for today.
Thenvoi Solves Broken AI Agent Pipelines
Most people building with AI agents are doing it completely wrong. They're duct-taping agents together with point-to-point API calls and wondering why everything breaks. There's a new platform that fixes this at the root level. It's called Thenvoi and it changes how multi-agent...
AI‑Powered ChatPods Offer Guided, Bilingual Student Support
💬 @Kira_Learning's ChatPods let students work through problems with guided AI support. 🌎 A student can even switch to Spanish mid-conversation and Kira keeps going. 🤝 Excited to partner with Kira for this post. https://t.co/5OHA7m8BiF
HP Revives Humane AI Tech as HP IQ for Collaboration
HP repackages Humane AI’s failed technology into HP IQ, combining on-device intelligence, spatial awareness, and IT control for workplace collaboration. https://t.co/maCCeZz1JK
AI Code Assistants Show Varied Strengths Across Models
Having fun asking 4 different AIs (GPT 5.4, Claude 4.6, Gemini 3.1-Preview, and Grok 4.2-Beta) the same software engineering questions and comparing their answers: https://t.co/VvXxqe6CDv They seem pretty good, with different strengths and weaknesses. https://t.co/FHe83BsORZ
Let AI Automate Your Most Frustrating Marketing Tasks
One of the most friction-filled parts of my job (and for 12 years as a marketer) was lead magnets. ↓ Not the making of them. All the stuff to get them shipped: ↳ The setting up the landing page ↳ Connecting to Kit ↳...
OpenClaw Shows How LLMs Could Power OS Debugging
A feature of @openclaw that is a bit under-appreciated in my view is how insanely useful it is as an IT problem trouble shooter. It's fascinating, for example, to watch the agent debug issues involving new drivers and hardware on...
Parallel Planning Enables 20x Token Consumption Growth
Two days ago, I burnt 250 million tokens in a single day. That’s up 20x in six weeks. This idea, called tokenmaxxing, is the deliberate practice of maximizing token consumption. The question : how much electricity can we turn into useful...
AGI Can Succeed without Internal Drives, Guided by Humans
Do AI systems need internal drives in order to achieve AGI? I don't include such drives or true volition in my definition of AGI*. But I also imagine a future where humans are setting the priorities & directions AI systems...
Frontier AI API Costs $100‑200 Daily for Power Users
*things* I'm musing on today: I talked to a *bunch* of friends at frontier AI labs over dinners this last week at RSA. One undertone that kept coming up was that the *max* plans for all frontier labs are not meant...
Launch Claude as AI Coworker in 5 Minutes
Start Coworking with Claude I have put together this three-page visual guide. My hope is that we can all go from zero to supercharged in literally 5 minutes together. What is inside the full infographic: • Exact 5-minute setup with the...
AI Agents Require Full Tech Stack, Not Just Prompts
AI agents = full tech stacks, not just LLMs. 🧊🤖 Above water: UI + “smart” assistant. Below water: 🧠 models 🕸️ orchestration 🗂️ memory/RAG 🛠️ tools & APIs 📊 AgentOps/observability 🔐 auth & security 🗄️ data + ETL ☁️ infra Great agents are systems + governance + data, not prompts. What layer...
Outdated Paper Intake vs AI: Profit Lies in Bridging Gap
Every hospital in the world makes patients fill out the same 20-field intake form on a clipboard. In 2026. We have AI that can hold a full conversation, understand context, and remember your history. The gap between what's possible and what exists...
Skip Template Hunting with Gamma Imagine’s Instant Designs
I used to spend more time hunting for templates than actually designing anything. Open a design tool and scroll through hundreds of templates until you find one that's close. Delete most of it, customize what's left, and realize it still doesn't...
