AI Tools

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Replit Agent security scan checks the diff, not the whole app

Replit Agent now scans changed files automatically with Semgrep. It is a useful first layer, not a full application security audit.

By Abdessalam AlaouiFounder, Musthave.AI

Replit Agent security scan checks the diff, not the whole app

AI Tools

GitHub Copilot review effort has a dial. Agent adoption has a counter

GitHub Copilot now combines review effort, third-party agent usage, and a directional ROI dashboard. Here is what the metrics can and cannot prove.

By Abdessalam AlaouiFounder, Musthave.AI

Hoodie Seal turns a code-review effort dial from Lite toward Balanced while agent usage counters record Claude and Codex

AI Tools

LangChain Managed Deep Agents is public beta. Shared memory needs a policy

LangChain's hosted Deep Agents runtime is now public beta. Here is what it manages—and the memory, identity, tool, trace, and schedule policies teams still own.

By Abdessalam AlaouiFounder, Musthave.AI

Hoodie Seal sorts shared memory cards in an agent library while locking secrets in a private drawer

AI Tools

California AI transparency law is live. Here is who must comply now

California's AI transparency duties became operative August 2. Here is the provider threshold, disclosure system, platform calendar, penalties, and builder checklist.

By Abdessalam AlaouiFounder, Musthave.AI

Hoodie Seal operates a provenance press sending media through checkpoints marked now, 2027, and 2028

AI Tools

Burp AT agent permissions live outside the model

Burp AT keeps scope, tool access, approvals, and the activity record in the Burp layer. That is the right boundary for an AI security agent—but the beta still needs testing.

By Abdessalam AlaouiFounder, Musthave.AI