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Security टैग वाली पोस्ट।
A practical playbook for running AI agents in production: classify every tool by side effect, gate mutations behind a human, set hard stop conditions, trace each step with OpenTelemetry and evaluate continuously.
How platform teams can use the Model Context Protocol safely: start with read-only servers and scoped identities behind a gateway, trace every tool call, and add write tools only behind human approval. Includes RBAC, tool and task examples.
Gemini 4 Argon is built to work for hours on one measurable problem. Here is what shipped, the real costs, and how to pilot it safely on your own backlog.
How WSL Vault keeps app, team, and environment tenants cryptographically isolated — so a stolen root-style token cannot empty the estate — and why dual-tenant control beats secrets sprawl.
How we put WSLProxy Edge, our open-source API gateway, in front of Payments Secure (payments-secure.fictionally.org): real-IP checks, scanner detection, login throttling and audit logs, rolled out safely in audit mode.
AI agents use secrets at machine speed across tools and tenants. WSLVault seals per tenant so a shared platform never leaks another team's plaintext.
We ran Jobshout SEO Analyst on workstation.co.uk — score 44/100 — with concrete fix prompts for missing H1, truncated title, and oversized meta description.
WSLVault seals secrets before they touch disk — DEK to tenant KEK to root KEK — so a stolen host still leaves attackers with ciphertext they cannot open.