AI Dev Reads
AI engineering posts picked from company and developer tech blogs such as Toss, LINE, Anthropic and OpenAI, each with a short summary. Tap to read the original.
Last searched Oct 19, 7:44 PM KST
GitHub BlogAdded Oct 19
GitHub's model for secret detection: Finding more secrets with less noise
GitHub's context-aware classifier for leaked secrets in code raised weighted acceptance by 11.5% and cut median scan time by 86%, according to the post.
SecurityModels & evals
LY CorporationAdded Oct 19
Trusting LLM-written SQL enough to run it: building an A2A conversational BI app (LY Corp)
LY's game platform team built a chat BI app that goes from question to SQL to chart, with A2A agents splitting the roles. To trust generated SQL they added ontology-based RAG for metric definitions, a separate pre-execution guardrail for row- and column-level permissions, and feedback that explains violations.
AgentsSecurity
CursorAdded Oct 19
Rollouts and Security Reviewer (Cursor)
Rollouts tracks a change from PR to production, writing a monitoring plan before merge and comparing post-deploy telemetry to the baseline. Security Reviewer checks every PR against the whole codebase with explanations and fixes; Cursor says it cut average review time from 4.8 to 3.8 minutes and raised acceptance to 60–70%.
Coding toolsSecurity