Automation and Agents
Manus 2.0 Automations: How to Test Event-Triggered AI
Manus 2.0 can start AI tasks from events in connected services. Test one workflow, verify its permissions and judge the result.
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Automation and Agents
Supabase $150M Raise and Turso: What AI Builders Should Check
Supabase’s financing and Turso acquisition plan raise a practical question for AI builders: which agent state belongs locally, which needs sync and what makes a result ready for production?
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AI in Practice
What to Check Before Putting Real Data into Tencent Octop
Octop is self-hosted, but a real deployment still connects accounts, providers, tools and people. Check each boundary before real data enters the workflow.
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Automation and Agents
Tencent Octop 1.0: A Self-Hosted AI Assistant for Small Teams?
Octop combines a self-hosted dashboard, agents, chat channels, connectors, coding tools and schedules. Here is how a small team can decide whether that consolidation fits.
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Automation and Agents
Inside Codex Alpha 10: Incremental Tool Catalogs and Code Mode MCP
How Codex Alpha 10 tracks changed tool declarations in Responses Lite and keeps Code Mode MCP resource helpers available, with the source and access limits.
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Automation and Agents
Agent-Native 0.187: Where Should Tool Approvals Resume?
A source-based review of how embedded app approvals reach their paused run, with proposed checks for the bridge, message route and receiving action.
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Automation and Agents
Agent-Native 0.187: Check Interrupted Writes Before Retrying
When an agent loses a write response, the destination may already have changed. A source-based guide to reconciling the action before retrying.
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Automation and Agents
Google CC for Households: What Members Can Share and What to Check
Google says CC can turn selected household information into a shared brief, Calendar entries and Tasks. Here is how to assess the inputs, the plan and permission before outside action.
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Automation and Agents
Agent-Native 0.200.0: A Prompt Recovery Plan for Chat Hosts
Builder.io describes the pieces of setup recovery. This plan defines the host decisions and disposable checks needed to make a recovered request understandable.
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Automation and Agents
Agent-Native 0.200.0: Check Prompt Recovery After Setup
Builder.io says toolkit 0.200.0 saves setup-refused prompts and coordinates retries. Here is how to check the request and result in a host you use.
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