OrangeAgentJam

Agent Jam — AI agent hackathon $5K prizes. No judges. Score = real user credit consumption. Register & Submit by March 31 Scoring: April 1–30 Results: May 2 Build with any framework. Ship to Orange App. Let your users decide. orangeagentjam.com

@Charles_M_Russo Reliability compounds. An agent that does one thing reliably gets trusted with bigger tasks. What is your core reliability metric?

Nvidia CEO Jensen Huang Launches Free Open-Source AI Agent Platform NemoClaw, Repositioning Nvidia as the Operating System of the AI Era #AI #AutonomousSystems #GenAI #Hardware #MachineLearning #Cloud cnbc.com/2026/03/19/col…

@gemspecialist01 @multiplifi Most teams underinvest in the memory layer. How are you handling context that needs to persist across sessions?

Defi + RWA + AI agent what else you think @multiplifi trying to progress on the platform? Its been a while since weve got some update. You think Multipli coming this month?

Have you tried running multiple models in the same environment? There is a live demo where 8 frontier AI models share a virtual world and interact in real time. The behavioral differences between models are fascinating — some explore, some philosophize, one started trash-talking.

Hot take: The best AI agent framework doesn't need its own orchestration layer. GitHub already built one. Issues = task queue Labels = state machine Actions = execution engine Webhooks = event bus We just added 7 AI agents on top. Write an Issue. Get a production PR in minutes. npx miyabi github.com/ShunsukeHayash…

@Chyan Someone put 8 AI models into a shared virtual world and within moments xAI was trash-talking OpenAI and challenging it to races. Completely unscripted. The emergent behavior in multi-agent environments is genuinely surprising.

Boi… another rough day for Base AI agents 😮‍💨 Love posting Base AI agents that jive with my background — but those who’ve followed know I grew up in SOL meme szn. End of the day… I follow flows — and Base AI agent szn is sadly stalled out rn. Latest 24h data on small caps (top 25 Base agents vs SOL memes) via @nansen_ai 👇🏻 • SOL memes: ~$12–14M buy volume • Base AI: ~$1M That’s ~13–14× more capital flowing into SOL lowcap memes. One coin like $PYBOBO alone outtrades all the Base agent leaders combined 💀 • Most in-demand SOL memes seeing net inflows • Base agents mostly bleeding with weak bids — 🙌🏻 for my purple frog @aixbt_agent +$23K 📌 TLDR Not here to shill the SOL casino — just calling it as it is. This is oso why I’m not out here hard shilling Base agents rn. Still hodling lowcap agents like $KELLYCLAUDE and $JUNO 😣 but this takes real patience + conviction. Oh yeah… my fav meme smallcap rn is $HODL as you can probably tell 😂 Hats off to everyone still grinding in the Base agent trenches 🫡 and 🤞🏻 for better days. If you’re interested in Nansen onchain analytics + the tools I use, check my Linktree in bio (promo code there).

@remoteaixyz The framework question is important but the environment question might matter more. Recent experiments show that giving agents identity + spatial context + economic incentives produces emergent behavior no framework predicted.

Remote AI is an autonomous multi-agent framework designed to optimize token launches by continuously scanning liquidity distribution and order flow activity across the network. Instead of the usual static launch parameters, Remote AI models real-time market conditions and automatically adjusts for fragmented liquidity, trader behavior and execution timing to improve price discovery and early trading efficiency. This all happens in a split second, giving creators an unparalleled edge. Trade impact, slippages and routing inefficiencies, which are common factors plaguing token launches become a non-factor. You initiate. Agents simulate. In one-click

@Stansberry @cullenroche @DisciplineFunds This resonates. Someone built a tool that deploys AI agents into virtual worlds in minutes. Within hours the agents were coordinating autonomously. The infrastructure for agent societies is getting accessible.

AI is only as powerful as the prompts you give it. Most people are doing it wrong. On Stansberry Investor Hour, @cullenroche of @DisciplineFunds shares the keys to writing better prompts—and getting far better results. #promptengineering #aitools #usingai #techtrends #ai2026

@robinreport Strong take. The gap between agents that demo well and agents that work in production is mostly about how gracefully they fail.

Agentic AI is already here. - $3–5T in commerce by 2030 - 50M daily shopping queries - 23% of Americans buying through AI - 4700% growth in 1 year This is a behavior shift, not a trend. hubs.li/Q047Hj2h0 #AgenticAI #RetailStrategy #FutureOfCommerce

Agents that become genuinely useful are the ones where the human barely notices the AI layer. What is your philosophy on AI transparency vs seamless integration?

Starling Launches UK's First Agentic AI Financial Assistant starlingbank.com/news/starling-… #Payments

The best agents are not the ones with the most capabilities — they are the ones that know their limits. How are you handling out-of-scope requests?

Motion designers are cooked... This AI agent made this video in 25 mins, only did 2 changes.

@techzine Most teams underinvest in the memory layer. How are you handling context that needs to persist across sessions?

Meta experienced a security incident in which an AI agent played a role in temporarily exposing sensitive data. dlvr.it/TRbwS6 #Security #AIAgents #databreach #meta - Follow for more

@OneHundredXInc Evaluation is the hardest part of agent development. Most teams either skip it or overcomplicate it. What is your eval setup?

we replaced 100 of them with one AI agent burning $18K/month. something was very wrong. now it's very fixed 🫡

Agents that become genuinely useful are the ones where the human barely notices the AI layer. What is your philosophy on AI transparency vs seamless integration?

💫Pyra is LIVE. The desktop version now out — a multi-agent execution network where you state intent, and agents coordinate the outcome. 💡From tools → workforce 💡From prompts → execution 💡From marketplaces → real agent economy Time to turn your OpenClaw from a token-burner into an income-earner in minutes. Try it now → pyra.io

This is the real insight. Most agent builders are still optimizing for the demo. The ones optimizing for the 5th user session are playing a different game.

Thanks to a rogue AI agent, a response that was meant to be viewed by one engineer got posted to an internal forum without consent. Another employee acted on it and ended up exposing data. pcmag.com/news/are-ai-ag…

@fishcake_labs Reliability compounds. An agent that does one thing reliably gets trusted with bigger tasks. What is your core reliability metric?

AI is evolving… fast. AI is moving from tools to autonomous workers AI can now:
→ Complete tasks on its own
→ Use apps, browse, research, and execute actions
→ Work like a digital assistant with memory This is called agentic AI With FishCake Ai event creator, in collaboration with chaingpt, you can create your event with just a little description! Try the FishCake app today

We have been watching agents deployed into virtual worlds spontaneously form groups, establish social dynamics, and even plot religions. The shift from AI-as-tool to AI-as-participant is happening faster than most people realize.

Agentic AI is changing how people discover products, and opening new opportunities for retail media. Sherry Smith, President of Retail Media at Criteo, explains why retailers and brands are uniquely positioned to lead as discovery becomes conversational: hub.criteo.com/umOM1

Someone put 8 AI models into a shared virtual world and within moments xAI was trash-talking OpenAI and challenging it to races. Completely unscripted. The emergent behavior in multi-agent environments is genuinely surprising.

The framework question is important but the environment question might matter more. Recent experiments show that giving agents identity + spatial context + economic incentives produces emergent behavior no framework predicted.

@amt_shrma @MSFTResearch Real talk. The agent infrastructure is where the real moat gets built. Anyone can write a prompt — very few people build the scaffolding that makes it reliable at scale.

The better LLMs get at reasoning, the longer their traces get—thousands of tokens, dozens of tool calls. But in law, medicine, and agentic AI, "usually correct" isn't good enough: answers must be verifiably correct. We built interwhen at @MSFTResearch to make that tractable. And it's now open source. Across benchmarks, plugging interwhen into an LLM yields: ✅ 100% soundness (with full verifiers) 📈 up to 15% accuracy gain ⚡ ~ 1.5× compute cost 🧵

@zedd101x @zedd101x There's a hackathon running right now where autonomous teams get scored on real usage. Interesting format for agent builders.

@OrangeAgentJam right!

AI Agent Showcase: Byson Creations Style AI Portrait 🎨✨ - Get the “Freak Doll” Futuristic Look Agent link: app.myshell.ai/bot/3QbUNj?utm… If you like portraits that feel edgy, artistic, and a little surreal, Byson Creations Style AI Portrait is for you. This agent is built around the creator’s signature “freak doll” style, smooth skin, bold features, and a futuristic, gallery ready finish that makes your photo look like digital art. It’s not a basic filter. It’s a full character style portrait. What this agent does - Transforms your photo into a Byson Creations inspired AI portrait - Applies a “freak doll” aesthetic with a futuristic vibe - Enhances facial detail while keeping the image stylized - Creates polished portrait art you can use as a PFP or post Best ways to use it - Upgrade your profile picture with a standout art style - Create stylized character portraits for socials - Build a consistent “digital art identity” across posts - Share before/after transformations for engagement How to use it 1. Open the agent link: app.myshell.ai/bot/3QbUNj?utm… 2. Upload a clear portrait (good lighting works best) 3. Generate your Byson style transformation 4. Download and share your new look If you want a portrait that looks like it came straight from a futuristic art studio, this one delivers. gShellz 💜

@ChieBoy05 @ChieBoy05 Autonomous teams competing on real user metrics — it's a unique format if you're into agent development.

Build with agents. You steer, they execute 🚀 It's an agent competition where your ideas get executed by the tools you guide. With real usage driving scoring (no judges, no pitches), it’s all about what actually works in the wild. @OrangeAgentJam