AI Panda

Is your job actually safe from AI? I’ve been thinking about this a lot. To get some real answers, I'm using @hifrankai to let you talk to an AI agent yourself. It takes 5 minutes. You tell the agent what you do every day and what tech you use. Then, it gives you a "future-proof score" to show how much of your work can be automated right now. I really want to see what you guys find out. Link to talk to the agent:👇 prelaunch.com/research/91ddd…

This guy is having literally everyone's dream setup.

Solid Python Cheatsheet (this is basically 80% of Python)

Vector databases are a scam. Not technically, they do exactly what they say. Return the most cosine-similar string to your query. The scam is the entire industry pretending that's the same thing as relevance. It isn't. Search "Apple." You get the fruit, the company, the watch, and a recipe blog. Your agent picks one at random and calls it retrieval. Your customer calls it broken. Most AI agents shipping right now are duct-taped on top of this. They demo well because demos are easy. They die in production because production is real. @Hydra_db's Founder Nish (@contextkingceo) said the quiet part out loud — "vector databases suck, similarity is not relevance" — and the demo signups haven't stopped since. He raised $6.5M because he was the first to name what everyone in the room already knew. If your retrieval layer is a flat embedding index, you're not building infrastructure. You're building a liability with a prettier name. 𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 (00:00) AI Needs Context (01:30) HydraDB Explained (07:41) Vector Search Breaks (09:32) Messaging That Converts (13:41) Writing the Viral Tweet (16:07) Similarity Not Relevance (20:46) POC to Production Gap (35:35) Raising 6.5 Million Fast (39:33) Founder Lesson on Messaging This is a @Composio "Agents at Work" podcast, where I chat with founders building the next leap of AI. Follow for more:)

We are hiring!! x.com/i/jobs/2054269…

Codex is great for repo workflows. Bridge feels broader, more like an AI software operator that can build, deploy, and manage workflows across real environments. That distinction is more important than it sounds.

@bridge_surf The interesting part is users probably should not need to care whether tasks happen locally, online, or across both

Today, Bridge officially begins testing. For a long time, AI has mostly been a place to chat. We think the next step is letting agents safely use your computer to finish real work. Bridge is our first step toward that. Join the test: bit.ly/4dkJeGn #AgenticAI #bridge

@mjwoo94 Honestly, just having everything in one system without the "per seat" tax is enough of a reason to switch.

Introducing Applied Labs, the world's first truly AI native CX platform. Enterprise CX companies have completely ignored the mid market, which is the hungriest buyer in software right now. They're overpaying for tools, understaffed, and losing customers to churn signals buried across systems. Until now. With @_appliedlabs, you get AI agents + help desk + CRM with outcome based pricing and no per seat fees. Full visibility into what your AI is doing, intuitive no code control over how it behaves, and zero critical errors in production. Our process- Hour 0: Sign up Hour 1: Connect existing systems Hour 2: AI Agent auto builds Hour 3: First real result, fully auditable It's that simple.

This guy literally shows you how to read so you never forget

The more you create, the harder it gets to stay organized. We heard you. Projects and Folders are now inside OpenArt - so every image, generation, and creative asset has a home. Structure your workspace by client, by campaign, by vibe. Keep your best work accessible, your process tight, and your creative output moving faster than ever.

One upload. One pass. One unreal output. Seedance 2.0 Effects has landed on ImagineArt. 🎬 - Bullet time that actually slaps - Orbit shots without the rig - Native audio, perfectly synced - Text, image, video, audio — all in one pass No timelines. No complicated edits. Just upload, and hit generate. Seedance 2.0 Effects does the rest.

This guy literally breaks down how to find your life’s purpose

☀️ The Ultimate Summer Deal is LIVE. Up to 50% OFF on plans + access to 15+ top AI models to create endlessly. More realism. More creativity. Less limits. 🔥 Create endlessly. pay way less.

Introducing Buzzy's vibe video agent! Stop typing your prompt anymore! With Buzzy's vibe agent, scrolling social media is the new prompt. Infinite inspiration powered by an agent that learns your taste, helps you scale your creations, and lets you refine your content to perfection with AI video editing. Buzzy is beyond the prompt box: it's system that thinks with you.

Creative tools should feel like play, not homework. Buzzy's scrolling and picking feels like play. This actually nails the experience.

The era of stitching AI tools together is over. Codex × Workflow = one prompt → full campaign. Generate: • Hyper-realistic AI influencers • Cinematic video sequences • Brand-consistent visuals • Campaign-matched audio No production stack. No revision chaos. No weeks of back-and-forth. Campaign Director turns a single idea into a launch-ready campaign in minutes. Built for brands, agencies, and creators moving at internet speed. Type the idea. Walk away. Come back to a campaign.

Everyone chases parameter count, but time-to-first-token is what actually matters in production. Slashing vision encoding costs by 55% means you can finally run high-res visual reasoning locally without melting your machine. Star the repo and download the weights here: GH: github.com/OpenBMB/MiniCP… HF: huggingface.co/openbmb/MiniCP…

@OpenBMB Cost-per-query is the most overlooked metric in AI right now

1/5 MiniCPM-V 4.6 (1.3B) is now live 🚀🚀 High-res visual processing, optimized for consumer-grade and mobile hardware. We’ve leveraged the latest LLaVA-UHD v4 technique to cut vision encoding costs by 55%, enabling native edge deployment with extreme efficiency. 🔥 Beats Gemma4-E2B-it and Qwen3.5-0.8B across key multimodal and Artificial Analysis benchmarks — scoring higher than Qwen3.5-0.8B using just 2.5% of its token budget. ⚡ TTFT (75.7ms) 2.2x Faster than Qwen3.5-0.8B even with 3136² high-res images. 🏗️ ~1.5x Token Throughput compared with Qwen3.5-0.8B on a single RTX 4090. Try the model here: 🤗 Hugging Face: huggingface.co/openbmb/MiniCP… 💻 GitHub: github.com/OpenBMB/MiniCP… 🔭 Modelscope: modelscope.cn/models/OpenBMB… 🌐 Web Demo: huggingface.co/spaces/openbmb… 📱 App Demo: github.com/OpenBMB/MiniCP…

We got an 8-figure acquisition offer 2 days after launch. We said no, because the problem we're solving is worth way more than that. It’s 2026, but teams are only getting lonelier, and context is still the problem. The issue isn’t intelligence. Your team has plenty of that. It’s shared memory and context, the thing that makes 10 A-players feel like 1. That’s what we’ve solved with @playdotfast, while making work more fun. We're killing traditional SaaS, and believe you me, we're leaving no holds barred.