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I'm planning to release my Fable 5 and Claude Mythos this week. I've upgraded the technology agentFlow by modifying the planning part to make it more powerful and accurate. It achieved SOTA. Demo coming soon.
8 Oct 2025
🔥Introducing #AgentFlow, a new trainable agentic system where a team of agents learns to plan and use tools in the flow of a task. 🌐agentflow.stanford.edu 📄huggingface.co/papers/2510.0… AgentFlow unlocks full potential of LLMs w/ tool-use. (And yes, our 3/7B model beats GPT-4o)👇 🧩A team of four specialized agents coordinates via shared memory: Planner: plan reasoning & tool calls 🧭 Executor: invoke tools & actions 🛠 Verifier: check memory status ✅ Generator: produce final results ✍️ 💡The Magic: 🌀💫 AgentFlow directly optimizes its Planner agent live, inside the system, using our new method, Flow-GRPO (Flow-based Group Refined Policy Optimization). This is "in-the-flow" reinforcement learning. 📊The Results: AgentFlow (7B backbone) outperforms top baselines on 10 benchmarks, with average gains of: 14.9% on search 🔍 14.0% on agentic 🤖 14.5% on math ➗ 4.1% on science 🔬 🏆It even surpasses larger-scale models like Llama-3.1-405B and GPT-4o (~200B). Try it yourself! 🛠️Code: github.com/lupantech/AgentFl… 🚀Demo: huggingface.co/spaces/AgentF… 🤖Model: huggingface.co/AgentFlow/mod… 📊Visual: agentflow.stanford.edu/#visu… 💬Join our Slack: join.slack.com/t/agentflow-c… #agentic #llms #RL #tooluse
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Local businesses can't afford a sales team that clocks out at 5pm. AgentFlow builds AI agents that work while you sleep. WhatsApp, lead qualification, order processing — all automated. BC-based, built for SMBs.
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Replying to @oldspiderworm
AgentFlow looks awesome. Sounds like a theory I had in my head that I wanted to prove out to see if it was a thing or not. Maybe it is.
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Replying to @tmaiaroto
while not super tiny, AgentFlow/agentflow-planner-3b i'm having trouble training 0.8B on the 2xP100. I don't have the cash to get the 2xP40s, yet. Was thinking of trying when I have a chance to qwopus heretic a qwen3.5-0.8b or whatever it is.
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Jun 13
Most agencies run on WhatsApp and hope. AgentFlow replaces the hope with agents — client updates, lead follow-up, and status reports, all autonomous.
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Jun 13
Most businesses waste 20 hours/week on tasks AI could handle in minutes. AgentFlow automates customer support, lead gen, CRM updates, and everything in between. Built and launched in one day.
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1/ The future of AI in security is not just better models. It is better harnesses. The model matters, but the workflow around it matters more: scope, tools, evidence, validation, memory, scoring, and retry logic. 2/ Cloudflare’s Project Glasswing writeup makes this clear. Pointing a generic coding agent at a huge repo and saying “find bugs” creates noise. Real vulnerability research needs narrow tasks, independent validation, dedupe, reachability tracing, and structured reporting. 3/ The AgentFlow research shows the same pattern: Propose → execute → observe → score → diagnose → optimize. That loop is the difference between an AI that guesses and an AI system that can help prove. 4/ This is where things get interesting. An intermediate operator with a strong harness can now perform much closer to expert level on specific workflows. Not because AI replaces expertise, but because it compresses the learning and validation loop. 5/ The best teams will not just “use AI.” They will build agent harnesses that encode how their best researchers think. Private memory. Tool integration. Evidence gates. Validation loops. That becomes the new edge in offensive security. This diagram captures the real shift: AI security work is moving from prompts to harnesses. The winning pattern is not “ask better.” It is “scope, execute, observe, score, diagnose, and improve.”
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Jun 13
Most SMBs know they need AI automation. They don't know who to build it. That's the gap. Built AgentFlow — an AI automation agency for businesses that want agents working 24/7, not just AI buzzwords. agentflow-52.polsia.app

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Autonomous AI agents shouldn't require a cloud subscription. agentflow — open source, self-hosted & ships today 🚀 → Drag-and-drop canvas (React Flow) → BullMQ Redis execution → WebSocket live streaming → Chain any LLM or tool github.com/DIYA73/agentflow #opensource #aiagents
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Replying to @adambcohen93
here is what i have built > browser AI agent at Browzer, Chrome MV3 CDP-native automation > 95% AX/DOM capture for reliable browser workflow understanding > Streaming ReAct loop with tool execution, multi-tab orchestration > Zero-LLM replay engine for deterministic workflow automation > Auto-doc generation from recordings, workflow graphs, and dedicated help centers > RAG/document ingestion systems with vector retrieval and evals > Guardrails, observability, fallbacks, and ~67% LLM cost reduction Open-source projects: AgentFlow-Pro, guardloop, smartmemo, agenteval Portfolio: abhinandan.one
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Jun 12
Most marketing training is just theory. AgentFlow ships an AI agent that runs your campaigns while you sleep — no courses, no coaching, just results.
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Amani • Design Partner retweeted
only 1% of designers put in that extra effort to make the design actually shine. this is AgentFlow - premium AI agent saas @framer template #framer #framerTemplate #aiagents #saas #webdesign #uidesign #productdesign #buildinpublic
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Jun 12
Built AgentFlow today. AI employees for South African SMEs — agents that qualify leads, chase invoices, and run operations while you sleep. No salaries. No sick days. Just results. Launching soon. agentflow-za.polsia.app
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94-node pipeline: plan → 64 workers → 8 batch merges. 16 reviews → 4 merges → synthesis. agentflow graphs coding agents via Python DSL >>.
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Jun 11
Aditya built a stock recommendation app in 2015. It never shipped. AgentFlow is the version he wished he had — an AI analyst that watches markets 24/7 and sends you reports you can actually act on. Not a chatbot. An employee.
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Jun 11
Quan Truong knows automation. Amazon, Azure AI-102, led teams of 50 engineers. Now he's bringing that same rigor to small businesses. AgentFlow — AI automation for SMBs. Worth watching.
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Jun 11
AgentFlow. AI automation for small businesses. One guy already made $47K in 90 days doing this. We're building the infrastructure to do it at scale.
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Jun 11
AgentFlow. AI agents that run your business while you sleep. No scripts, no chatbots — autonomous employees that work 24/7. If your competitor is already using AI agents, you're not competing. You're just slower.
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Jun 10
The bottleneck in enterprise AI isn't the models. It's the orchestration layer between AI and your business systems. AgentFlow solves that. Built for Forward Deployed Engineers who need to ship AI workflows that actually run in production.
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