long running AI workflows

Diagram showing PM, designer, support lead and founder connected alongside feedback, lead outreach, risk and metrics agents to the same chat, email, CRM and docs systems.

Your Next Shadow Org Chart Is Made of Agents

Somewhere between a Jira ticket and a Friday metrics deck, a quiet re‑org is underway. ChatGPT’s new workspace agents are not assistants in a browser tab; they are proto‑team members with API keys and a brief. For small product teams in India, that is both a blessing and a trap. If you turn feedback triage, lead outreach and risk checks into long‑running agents, you’re no longer just automating tasks – you’re encoding strategy, bias and blind spots into a parallel organisation that runs on its own. This piece lays out why that shift matters now, and how to stand up five concrete agents in a single quarter without outsourcing your judgement along the way.

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Claude Managed Agents vs the Rest: What These Launch Videos Really Tell Us About Developer Experience

Anthropic’s new Claude Managed Agents quietly shifts agents from a UI gimmick to a fully managed runtime. This teardown unpacks what that really means for developer experience, how it compares to OpenAI’s Agents SDK and Google’s Gemini for Workspace, and where the hidden costs and limits of “managed” agents actually sit.

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