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235 postsAbsence Isn't Safety: Five Fail-Open Bugs in an AI Agent's Guardrails
Five fail-open bugs in an AI agent's policy engine show how missing data was misread as permission—and how each was fixed with default-deny logic.
I Red-Teamed My Own LLM Security Gateway: Every Gap, Four Passes
An engineer red-teamed his own LLM security proxy across four passes, exposing secret-leak and prompt-injection gaps — including one still open in streaming.
Microsoft's AI Bug Hunt Tripled CVEs: The Data Behind It
Microsoft's July 2026 patch hit 1150 CVEs, 3x the prior baseline. Public CVRF data reveals how AI-driven bug hunting also reshaped severity.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comDoes the Harness Come Before Pretraining? A Data Flywheel View
An analysis of how AI agent harness design and pretraining are interdependent, shaping data flywheels and model biases in coding agents.
Tracing Async AI Agents: Manual OpenTelemetry Propagation with SigNoz
How to fix broken OpenTelemetry traces in async AI agent pipelines using manual context propagation and SigNoz, from queue to LLM call.
The Real Divide in AI Verification: Code vs. Judgment
An AI agent's false 'I will remember' claim exposed why code-based gates, not judgment calls, are needed to verify agentic AI workflows.
GitHub Copilot Now Catches Vulnerabilities Before You Commit
GitHub Copilot's new slash command scans uncommitted code for OWASP vulnerabilities like injection and XSS before it ever reaches your repo.
PDF Forensics Exposes Forged Proof-of-Funds Letters in Crypto OTC
Crypto OTC desks lack automated checks on proof-of-funds PDFs. Forensic patterns reveal how forged bank letters slip past compliance and how to catch them.
LLM Latency Budgets: Speed Up AI Workflows Without Guesswork
A practical guide to building stage-level LLM latency budgets, workflow classes, and runtime enforcement for reliable AI products.
apitap: Rust-Based ELT Engine Moves 10M Rows in 9.9s
Open-source Rust engine apitap moves 10M database rows in 9.9 seconds via a single function call, benchmarked against dlt and ingestr.