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Week 9 · 2026-02-23 - 2026-03-01

The week small teams got the keys to multi-agent AI orchestrationOptimisticVol.20

Open-Source Multi-Agent Orchestration for SMBs

A surge of open-source and plug-and-play AI agent orchestration tools—such as EloPhanto, Perplexity's Computer, and enhanced Claude Code sandboxes—are now enabling solo developers and SMBs to deploy, coordinate, and persistently manage multi-agent systems across providers.

Articles
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Companies
26
Topics
45

What changed this week

The shifts that moved the week forward

Editorial take

【Open-Source Multi-Agent Orchestration for SMBs】A wave of open-source and plug-and-play tools (EloPhanto, Perplexity's Computer, enhanced Claude Code sandboxes) is letting practitioners—especially those outside big tech—deploy, coordinate, and persistently manage multiple AI agents (across models and providers) for automation, software development, and business ops. These frameworks now support memory architectures, cross-provider orchestration (Ollama, Gemini, Claude, OpenAI), and secure on-premises options, closing the gap between what SMBs can build and what only hyperscalers could do last year.

Question of the week

When solo devs can orchestrate AI swarms, does scale still matter—or does autonomy become the new moat?

This week saw the launch of open-source and hybrid tools like EloPhanto and Perplexity's 'Computer,' letting even small teams manage fleets of AI agents with persistent memory and on-premises security. As SMBs gain access to orchestration once reserved for tech giants, the old rules of scale and advantage are being rewritten.

Read the evidence

The stories that substantiate the week

OpenAI Secures Record-Breaking $110 Billion Investment, Reshaping AI Landscape

OpenAI Secures Record-Breaking $110 Billion Investment, Reshaping AI Landscape

OpenAI has announced a staggering $110 billion in new investments, pushing its pre-money valuation to an incredible $730 billion. Key investors like SoftBank ($30 billion), NVIDIA ($30 billion), and Amazon ($50 billion) are leading the charge, with Microsoft also expected to contribute. This massive capital infusion is set to fuel OpenAI's ambitious plans for AI model training and data center expansion, signaling a significant shift in the AI industry.

NVIDIA
Funding & Business
1 months ago•OpenAI Blog
GitHub Copilot's New AI Agent: Automate Coding Tasks, Boost Your Team's Efficiency

GitHub Copilot's New AI Agent: Automate Coding Tasks, Boost Your Team's Efficiency

GitHub just unveiled powerful new features for its Copilot Coding Agent. This AI tool can now autonomously analyze GitHub Issues, write code, run tests, and even submit pull requests in the background. It's a major leap from real-time assistance to hands-free automation, promising to significantly reduce developer workload and empower SMB teams to focus on strategic innovation rather than routine coding tasks.

Microsoft
Developer Tools
1 months ago•GitHub Blog
London Stock Exchange: Raspberry Pi Holdings plc

London Stock Exchange: Raspberry Pi Holdings plc

London Stock Exchange: Raspberry Pi Holdings plc Striking graph illustrating stock in the UK Raspberry Pi holding company spiking on Tuesday: The Telegraph credited excitement around OpenClaw : Raspberry Pi's stock price has surged 30pc in two days, amid chatter on social media that the company's tiny computers can be used to power a popular AI chatbot. Users have turned to Raspberry Pi's small computers to run a technology known as OpenClaw, a viral AI personal assistant . A flood of posts abou...

Large Language Models
1 months ago•Simon Willison
Perplexity’s “Computer” is full of AI agents.

Perplexity’s “Computer” is full of AI agents.

It says the new platform “reasons, delegates, searches, builds, remembers, codes, and delivers,” across sub AI agents, creating what Perplexity calls a “general-purpose digital worker” that exists somewhere between OpenClaw and Claude Cowork. It’s currently only available for Perplexity Max subscribers. [Media: https://www.youtube.com/watch?v=qOsEYyQuxbU]

1 months ago•The Verge
“STOP OPENCLAW.”

“STOP OPENCLAW.”

That’s the WhatsApp message Meta safety and alignment researcher Summer Yue sent her AI agent while “watching it speedrun deleting [her] inbox.” Despite the various reasons not to connect OpenClaw to your actual data, apparently, she felt confident based on its results with her toy inbox and moved it to her actual Gmail. Unfortunately, the AI bot “lost” her instruction not to take action without checking first. [Image: https://platform.theverge.com/wp-content/uploads/sites/2/2026/02/HBz-x6nbAAAO

1 months ago•The Verge
OpenAI Closes Record-Breaking $110 Billion Funding Round

OpenAI Closes Record-Breaking $110 Billion Funding Round

OpenAI, a major player in the AI industry, has just completed its largest funding round ever, securing an astonishing $110 billion from Amazon, NVIDIA, and SoftBank. This colossal investment rockets OpenAI's valuation to $840 billion, signaling an unprecedented commitment to AI development and its potential to reshape global economic structures.

OpenAINVIDIA
1 months ago•Latent Space
Supercharge Your Dev Team: GitHub Copilot CLI Unlocks Powerful New AI Features

Supercharge Your Dev Team: GitHub Copilot CLI Unlocks Powerful New AI Features

GitHub Copilot CLI, the command-line version of the popular AI coding assistant, has rolled out a suite of powerful new features. These include advanced model selection, self-review capabilities, and built-in security scans. For SMBs, these enhancements promise to streamline development workflows, boost code quality, and help identify vulnerabilities earlier, all while optimizing precious development resources.

Microsoft
Developer Tools
1 months ago•GitHub Blog
Anthropic launches new push for enterprise agents with plug-ins for finance, engineering, and design

Anthropic launches new push for enterprise agents with plug-ins for finance, engineering, and design

It's a major opportunity to grow Anthropic’s enterprise client base — and a significant threat to SaaS products currently performing those functions.

1 months ago•TechCrunch
Claude Code's Rise Meets Memory Crunch: How SMBs Can Strategize for AI's Future

Claude Code's Rise Meets Memory Crunch: How SMBs Can Strategize for AI's Future

Anthropic's Claude Code is quietly transforming software development, now generating 4% of GitHub's code and amplifying human experts. Yet, this AI revolution faces a looming "memory crunch" as high-bandwidth memory (HBM) supply tightens. This dual trend presents both immense opportunity for efficiency and significant challenges in managing future costs and supply chain risks for SMB leaders.

Anthropic
Large Language Models
1 months ago•Latent Space
OpenAI’s Stargate struggles.

OpenAI’s Stargate struggles.

The Information reports on OpenAI’s rocky $500 billion partnership with Oracle and SoftBank, which “has not staffed up and is not developing any of OpenAI’s data centers.” OpenAI reportedly explored building its own data centers as the three companies disagreed over their roles, but the high costs have led the AI giant to strike individual deals with SoftBank and Oracle instead. [Link: Inside OpenAI’s Scramble to Get Computing Power After Stargate Stalled | https://www.theinformation.com/articles

1 months ago•The Verge

Watch next

  • • Open-source frameworks for multi-agent orchestration are maturing rapidly, now including persistent memory and secure, on-premises deployment options.
  • • No-code and low-code interfaces are lowering the barrier for SMBs and solo builders to deploy and manage advanced AI agents for real business tasks (not just demos).
  • • Security and data governance (API key management, on-prem AI) are moving from afterthought to feature, as practitioners demand more control.
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