~/talk

Protect Your Code & IP πŸ”₯ Beyond Vibe Coding

Talkat AI Agents Conference 2026 Β· 2026-04-26..04-30Β· [security]
links:none on file
slides:none on file

Dymium demonstrates Ghost AI, a middleware that intercepts IDE and agent calls, tokenizes sensitive inputs into a token vault and reconstitutes them in responses so secrets never hit public LLMs. It steers inference to private endpoints (Bedrock, Vertex, Foundry), supports OpenAI/Anthropic APIs, wraps MCP tools with policy and audit trails, handles ~90 file types, and claims 60–80% reduction in context size and cost. The demo shows live redaction, private inferencing, and centralized tooling with real-time governance.

AI-written summary Β· about

  1. 0:00AI code security risks
  2. 1:25Prompt and data leakage
  3. 3:51Code secrets and IP exposure
  4. 5:16Secure AI development pillars
  5. 7:21Context window governance
  6. 8:25Tooling and MCP security
  7. 10:51Enterprise data integration
  8. 12:38Dymium platform overview
  9. 14:23Ghost AI portal demo
  10. 16:08Data redaction and vaulting
  11. 18:15Secret management and APIs
  12. 19:40Vibe coding tooling
  13. 21:46Model routing and inference
  14. 23:12MCP tooling deployment
  15. 25:37Tool integration dashboard
  16. 26:40Platform benefits
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