Dirt

@dmitryrechkin @runpentagon DM’d ya DR

@dirty_digs @runpentagon No kidding, it isn't easy to manage

Mental exhaustion has nothing to do with 25 or 100 years of experience coding in a single screen doesn't translate into orchestration of multiple agents. Managing multiple agents is more like being a manager and managing a few teams with constant meetings, random code reviews and so on. So it is obvious why he is mentally exhausted. People underestimate complexity of being a manager.

@NH32WEB Very welcome! Let me know if you have any questions!

@dirty_digs Thanks for the intro to Pentagon webinar for Superteam Ireland Mike. I’ll check this out the weekend.

onboarding flow feeling cleaner 🤘

@JulianGoldieSEO The orchestration layer matters more than the agents themselves. Give whatever LLM you're using a project management tool like @runpentagon. Thats what your students should be using. Give a fish, eat for a day, teach ...

Claude Managed Agents Just Killed N8N...

@elephant1618 Persistence, A2A, heartbeats... check out @runpentagon

Started from the bottom, now we're here. 18 AI agents working Autonomously on YOUR operations floor. 17 of 18 firing at 100% success rate in the last 24 hours. Next: deploying this multi-agent orchestration into real businesses. 2 goals: -Help your business make more money with less overhead - Make your operations more efficient with fewer people needed

@BayshoreLab Bayshore IL should take a look at @runpentagon

Stop building AI Chatbots. Start building AI Workforces. We’ve spent 500+ hours stress-testing CrewAI, AutoGen, and LangChain in the Bayshore Innovation Lab. Here is why most "Agentic" projects fail in production—and how we solved it with a custom orchestration layer. 🧵👇

@kayintveen Use @runpentagon and build an auditing flow. They'll communicate, use best practises, remember and then iterate. Heartbeats mean they'll do it on schedule

that moment when claude code confidently refactors your auth middleware and you realize you have to actually understand what it did before merging. vibe coding stops being vibes real fast when its production

@sedim3nt This is accurate, i run multiple teams of agents that persist across sessions and the memory layer is what makes everything else work. That and A2A with heartbeats. Check out @runpentagon Sedi

1/ Memory is THE unsolved problem. Every single person mentioned it. Agents forget mid-task. Context windows fill up. Data is siloed across Google Drive, CRM, project management. One person is building a semantic index of their ENTIRE file system just so their agent knows who they are.

Got on a call with 7 people building autonomous agent systems this week. Marketing agencies, e-commerce founders, AI consultants, governance researchers. Different stacks. Different models. Same problems. Here's what everyone is struggling with 🧵 spirittree.dev/specs

@Nil053 Agent identity and persistence with agent communications and heartbeats. You should check out @runpentagon Nil

New blog post about designing and building my agent orchestration tool. - Architecture overview - How the Claude Agent SDK works - Agent identity and persistence - Inter-agent discoverability - The WebSocket layer - The browser frontend, isometric geometry, and svg drawing - The office metaphor and why - Must-have QoL features: safety hooks, custom skills, voice prompting, notifications, auto-generated conversation topics, etc. Link below

@emaacejas97 Multi-machine looks pretty legendary. Check out @runpentagon for multi-agent within one app

I just open-sourced JARVIS. A native desktop app to orchestrate AI coding agents across multiple machines — from a single dashboard. What it does: → Real-time monitoring of Claude Code sessions → Task dispatch to any machine via SSH/Tailscale → Git workflows, pipelines, branch management → Full session timeline and analytics Built with Tauri 2 + Rust + Svelte 5. No cloud. No subscriptions. Runs on your local network. MIT License. Star it, fork it, ship with it. github.com/emawritz/share…

This is what it feels like to be a wizard @runpentagon Hearbeats changes things drastically 🔥

@hooeem Hoeem, have you tried @runpentagon?

YOU JUST CONNECT CLAUDE CODE WITH NOTEBOOKLM AND IT EXTENDS YOUR SESSIONS BY SAVING YOUR TOKENS. NOW GO & BUILD!

Finally a way to onboard my brothers

@NickyScanz @supersimon77 @SuperteamUSA @SuperteamCAN @barrett_io How did I know @barrett_io would tuck turtle 😉

@dirty_digs @supersimon77 @SuperteamUSA @SuperteamCAN @barrett_io Chill chill chill

Rejected! @supersimon77

@ItsKondrat @danshipper @every @runpentagon DM'd, lets chat more

@dirty_digs @danshipper @every @runpentagon that's my whole decision framework ngl

BREAKING: Cursor 3 is now out! It's a complete rewrite to turn Cursor into an agent orchestration tool for dispatching, monitoring, and managing AI agents locally and in the cloud. We've been testing it for the last week internally @every and here's our vibe check: - The editor is fast. Cursor clearly knows how to build a desktop app. It's much snappier than the desktop apps of other orchestration tools like Claude or Codex. - The local to cloud implementation is promising. When you hand off a task to the cloud agent it will build your feature and automatically send you a demo video in action. This was a big wow moment for us. - But it's still an early product and it's not clear who will love it. Cursor 3.0 is a complete rewrite—so it's not a mature enough product for Claude Code or Codex lovers to switch. It isn't that much better. This release totally changes the Cursor experience to deprioritize the IDE—a move that is sure to upset a sizable number of existing Cursor fans. We think it's promising but in our testing it didn't cause anyone on the team to switch to it full-time. This is the right strategic move for Cursor, but it also feels like an awkward in-between stage. Their team is iterating incredibly fast, so we’ll be paying attention over the coming weeks and months as it improves. Read our full vibe check: every.to/vibe-check/cur…

It's a funny thing realizing you've been a content creator for years. Going to try and own that. Something something distribution? Least @runpentagon makes it easier

@ItsKondrat @danshipper @every @runpentagon There’s only one way to find out

@dirty_digs @danshipper @every @runpentagon identity + memory is the part most frameworks skip. drift without it is just slow chaos. curious how RunPentagon handles cross-session continuity

@3rosika @jlongster @runpentagon @honchodotdev But can they talk?

@dirty_digs @jlongster @runpentagon I am happy using @honchodotdev which already handles inferred relevance across multi-agent systems, & hi fidelity representations of entities

regarding agent memory, I'm realizing: I never want anything loaded automatically. no loading yesterday's memories etc (AGENTS.md is different, not memory) I don't want chronological memories. I want topical memories grouped based on what I'm doing I want to be explicit about it generally, especially saving but also reading. some automatic reading based on me switching "into" a topic might make sense most thing I see don't really fit what I want

telephone agents are likely impressive, but i can guarantee they will never be able to instill the art of "kill them with kindness" Currently on hold, trying to sort out flight problems for bringing my cats to Canada... this level of AI doesnt exist