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Sebastian Buzdugan

ML Engineer | PhD Student in AI

Cluj-Napoca, Romania Joined on Jun 19, 2026 https://sebuzdugan.com/

Sebastian Buzdugan

Jul 29

Compliance-Ready AI Agents: Logging and Tracing Every MCP Tool Call with Bifrost

#ai #mcp #devops #security

7 min read

Sebastian Buzdugan

Jul 20

Hivemind Wrote 19 Skills From My Coding History. The Best Part Was What It Refused to Write.

#ai #machinelearning #llm #productivity

7 min read

Sebastian Buzdugan

Jul 13

Your Agent Benchmark Is Lying to You

#ai #machinelearning #llm #programming

12 min read

Sebastian Buzdugan

Jul 9

Governing Every LLM and MCP Call Across the Enterprise: Virtual Keys, Budgets, and Guardrails with the Bifrost AI Gateway

#ai #llm #mcp #machinelearning

9 min read

Sebastian Buzdugan

Jul 5

How to Fine-Tune a 7B Model for Three Dollars on One GPU

#ai #machinelearning #llm #finetuning

8 min read

Sebastian Buzdugan

Jul 1

Snapshot Once, Rollout a Thousand Times: A Practical RL Setup for Coding Agents

#machinelearning #ai #llm #programming

11 min read

Sebastian Buzdugan

Jun 24

Handling Multi-Model API Outages Without Melting Production

#ai #machinelearning #llm #devops

7 min read

Sebastian Buzdugan

Jun 19

Governing and Monitoring Enterprise AI Usage: Allow and Deny Controls for AI Apps on Managed Devices

#ai #security #devops #llm

10 min read

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