Topic
The first package requires coordinating creation, archive review, and pipeline identity. Follow the trust states and the 48-hour window, then prepare rejection tests without releasing an actual package.
A longer secret can break an integration even when its permissions remain unchanged. Follow a GitHub App token from storage to the request and prepare transport and masking tests with dummy values.
Your assistant finds a recent announcement, but is the feature already accessible? Build a path between question, primary source, dates, and answer, with a precise refusal when evidence is lacking.
A prompt is not a security boundary. To allow an agent to modify a system, each write must be authorized, signed, isolated, and verifiable.
An agent who works for hours needs checkpoints, budgets, persistent states, and access limits. The model is only part of the system: the harness and the sandbox determine what it can actually do.
An extranet is not a site to which one adds a connection. It becomes a boundary of the information system and must be designed as a business product.
A useful audit does not produce an abstract list of defects. It transforms the real state of an application into understandable risks, quantified priorities and decision scenarios.
