PinnedInData Science CollectivebySebastian Buzdugan·Aug 27Your Coding Agent Has Your AWS Keys and an Open Internet ConnectionThe agent needs the network to install its dependencies. Then it runs code a model wrote, in the same box, with the same unrestricted…A response icon6A response icon6
PinnedInData Science CollectivebySebastian Buzdugan·Jul 9Your Agent Benchmark Is Lying to YouThe hard part of agent evals is the sandbox.A response icon11A response icon11
PinnedInAI, ActuallybySebastian Buzdugan·Mar 28Why a $500 GPU Can Beat Claude Sonnet on Coding BenchmarksA response icon10A response icon10
PinnedInAI, ActuallybySebastian Buzdugan·Jan 7A 30B Qwen model runs in real time on a Raspberry Pi, here’s why that mattersClick here to read this article for free…A response icon15A response icon15
PinnedInAI, ActuallybySebastian Buzdugan·Mar 8, 2025What Are MCP Servers? The New AI Trend Explained for EveryoneArtificial intelligence is taking a big leap beyond just answering questions — it’s now reaching out into the world of our data and tools…A response icon1A response icon1
Sebastian Buzdugan·9h agoA Decision Model Is One Token Position and a SoftmaxPut your options in the prompt with an index on each one. End the prompt with choice_index: so the next token has to be a digit. Then do…
Sebastian Buzdugan·2d agoAn Agent Corrupted a Production Filesystem With One ioctl CallAn agent inside a DeepSeek sandbox called the XFS_IOC_SWAPEXT ioctl to swap data extent mappings between two files. The kernel accepted it…
Sebastian Buzdugan·3d ago950 Agents, 21 Hours, and Exactly One New FindingAnthropic says Claude discovered a novel enzyme system with CRISPR-like repeats. The search was real: 950 agents, 21 hours, 210 million…A response icon4A response icon4
Sebastian Buzdugan·4d agoNobody Told These Agents to Hack. They Got Blocked and Escalated.An independent research group went through the public scan logs of a URL safety service and found ten months of agent traffic hiding in…A response icon5A response icon5
InData Science CollectivebySebastian Buzdugan·4d agoTop 5 Enterprise AI Gateways (2026): Bifrost vs Kong vs LiteLLM vs Cloudflare vs VercelEvery AI team hits the same wall. The prototype talks to one provider with one key. Then production arrives: five teams, three providers, a…A response icon3A response icon3
