For 30 years, PMs wrote Jira tickets and engineers wrote code. A 21-agent dev team inside Claude Code just inverted that workflow.
The spec is now the bottleneck. Clarity of what you actually want determines everything downstream.
This is why "classic PM skills > vibe coding" lands harder than it sounds. Vibe coding without a real spec produces an MVP that crashes the second a user touches it. A 21-agent team multiplied by a sloppy prompt produces 21 agents worth of slop.
The system analyst agent is the tell. It sits at the front of the workflow doing pure thinking work. The entire stack falls over without it.
A working hockey rules app hit TestFlight inside 2 hours and 13 minutes of timestamps. Idea, Figma, Jira, shipped code. One person.
The leverage moved to whoever writes the clearest specs. That's the whole job now.
This is potentially the biggest news of the year
Google just released TurboQuant. An algorithm that makes LLM’s smaller and faster, without losing quality
Meaning that 16gb Mac Mini now can run INCREDIBLE AI models. Completely locally, free, and secure
This also means:
• Much larger context windows possible with way less slowdown and degradation
• You’ll be able to run high quality AI on your phone
• Speed and quality up. Prices down.
The people who made fun of you for buying a Mac Mini now have major egg on their face.
This pushes all of AI forward in a such a MASSIVE way
It can’t be stated enough: props to Google for releasing this for all. They could have gatekept it for themselves like I imagine a lot of other big AI labs would have. They didn’t. They decided to advance humanity.
2026 is going to be the biggest year in human history.
Hollywood lawyers paused Seedance 2.0 🎬⚖️
Devs: “ok cool”
Someone already built a ComfyUI integration 😎
Full Seedance video workflows running in nodes.
The internet moves fast ⚡
Repo in comments 👇
Introducing 🎨 Design Systems in Stitch!
Build a single source of truth to keep your screens visually consistent. Create your styles once, then instantly apply them to any new or existing designs.
We’ve got more for design systems coming over the next few weeks, stay tuned! 👀
🧑🍳🦞Clawdbot → Moltbot chaos: Anthropic C&D forces rebrand over "Clawd" trademark clash with Claude. In the 10-second scramble, scammers hijack X/GitHub handles, launch fake CLAWD token—spikes to $16M MC then rugs to zero. Hundreds of exposed gateways leak API keys, private convos, OAuth secrets (SlowMist/O'Reilly warnings). Prompt injections steal emails in minutes. Mac Mini buyers face infra hell, crashes, $200/mo API bills, and "is my data public?" panic.
Hype earned: Local agents actually execute (FFmpeg hacks, 24/7 workflows, real actions). But security roulette + infra hell = massive risk.
🔥🔥That's why we’re shipping FlashLabs SuperAgent today: Your hosted, enterprise-secure Jarvis that runs your company 24/7 - no shell access risks, no hardware gamble, no drama.🔥
Control from Telegram, iMessage, SMS (more IM coming soon). Send a text → shit gets done.
SuperAgent executes real business, not just chats:
• Automates email, calendar, CRM, invoicing, ops
• Browser-level actions across the web
• Scans different signals and finds customers for you
• Creates decks, images, videos, research, market plans
• Manages pipeline, forecasting, deal QA, follow-ups
• Supports thousands of integrations (YouTube, social platforms, CRMs, email, ERP, finance systems + more)
• Monitors systems, data, performance in background — proactively, even offline
Persistent memory + deep biz understanding. Multi-agent, multi-step workflows built for teams & outcomes, not solo tinkering.
No Mac Mini. No infra management. No auth gymnastics. No security/setup pain. Hosted & ready — messaging becomes the control plane.
Early users wake to signed contracts + revenue updates. AI as workforce, zero chaos.
FlashLabs SuperAgent is live!
Sign up FREE here: https://t.co/n2hTz8f4Oj
Watch the full demo video: https://t.co/bboMRVB66c
Also available on
Telegram: @flashsuperagentbot
iMessage/Text: +1 855 734 5804
other messengers coming soon
RT if you're done with local agent nightmares.
Comment "SUPER" for early access tips + workflow examples.
Tag a founder still debugging Moltbot on their Mini.
#AIAgents #Moltbot #SuperAgent #FlashLabs
NotebookLM + Antigravity: Build ANYTHING!
Zero hallucinations. Zero code.
This combo just automated app development:
→ Connect NotebookLM to Antigravity
→ Research becomes production-ready apps
→ Install skills from GitHub in seconds
→ AI builds from your actual data
→ 8-18 weeks → 1 hour
I built an SEO agency site in one prompt.
It researched me, designed it, wrote copy.
Want the setup? DM me. 💬
Supabase now has Agent Skills!
Install it on your favorite AI agent/ editor to have it follow the best practices for handling Postgres!
$ npx skills add supabase/agent-skills
Ancient soul meets next-gen visuals. ⚡️
The debut AIMV "WU AI-HUA" is officially out!
Warner Music China's newest virtual idol, AI-HUA@ Wuaihua, redefines the Wuxia spirit for a global audience. Created in collaboration with Kling AI Creator @ jcwooofficial, this project shatters the boundaries between tradition and modern beats.
Turn up the volume and step into the new frontier of digital storytelling. 🎧
NVIDIA just removed one of the biggest friction points in Voice AI.
PersonaPlex-7B is an open-source, full-duplex conversational model.
Free, open source (MIT), with open model weights on @huggingface 🤗
Links to repo and weights in 🧵↓
The traditional ASR → LLM → TTS pipeline forces rigid turn-taking.
It’s efficient, but it never feels natural.
PersonaPlex-7B changes that.
This @nvidia model can listen and speak at the same time.
It runs directly on continuous audio tokens with a dual-stream transformer, generating text and audio in parallel instead of passing control between components.
That unlocks:
→ instant back-channel responses
→ interruptions that feel human
→ real conversational rhythm
Persona control is fully zero-shot!
If you’re building low-latency assistants or support agents, this is a big step forward 🔥
🧊 Threejs Skills for Claude Code to create 3D Web Design Elements
📂 Bookmark it
- Give Claude Code base level of Three.js knowledge.
- 10 skill files covering scene setup, shaders, animations, post-processing.
- Claude Code will have the knowledge of how to steer Threejs without bloating the context
https://t.co/VhF2HH9sW5