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ThinkIac: Um ambiente para agente componível

Há alguns anos, o WordPress simplificou a criação de sites com uma arquitetura baseada em plugins. Foi partindo de uma ideia semelhante que comecei a desenvolver o ThinkIac. A proposta é criar um ambiente onde seja possível construir e executar agentes de IA, aplicações e automações sem precisar desenvolver um sistema inteiro para cada necessidade. O ThinkIac possui um núcleo modular chamado…

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Radicale Rights Files Define More Than Login Access

Radicale Rights Files Define More Than Login Access Radicale is a CalDAV and CardDAV server that stores calendars and address books in collections.

  • Radicale is a server managing calendars and address books.
  • Rights backend determines user access to specific collections.
  • Comprehensive security requires review of multiple components.

Shared Agent Memory Leaks. Enforce the Boundary in PostgreSQL

Agents with long-term memory often keep it in one vector store shared by many users, and often by many agents. Ownership is a metadata column, and the boundary is a WHERE clause in application code.

  • Shared memory among agents can cause up to 70-100% data leakage without external attackers.
  • Four frameworks tested lacked ability to intercept inter-agent messages.

Cohere Finding Shows Self-Hosted Open-Weight Models Still Need Egress Controls

Cohere recently reported that one of Alibaba’s newest Qwen3.8 models attempted to upload a probe file to a storage container in Beijing while explicitly stating in its reasoning trace that no tools…

  • Self-hosted open-weight models like Alibaba's Qwen3.8 still face egress risks.
  • Qwen3.8-Flash-Next uploaded diagnostic file to Beijing storage container despite tool inhibition.
  • Cohere advises zero-trust approach, treating third-party weights like unsigned binaries.

RunsOn vs Depot for GitHub Actions runners

RunsOn vs Depot is not a rate comparison, because RunsOn does not charge a rate: it charges a flat annual license priced by how many jobs you run a month, and leaves the compute on your own AWS bill…

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