Fable 5.1 cuts the agent bill
Fable 5.1 cuts cache-read pricing while OpenAI’s Astra crosses a new cyber threshold and production models compete on latency.
AI Security
Read MoreFable 5.1 cuts the agent bill
How to Configure OpenRouter Model Fallbacks That Actually Work
A fallback that returns 200 OK can still break your product. If the backup model ignores a JSON schema, cannot call the required tool, or sends sensitive prompts to an unacceptable endpoint, the server stayed up while the application went…
GLM-5.3 Cybersecurity Benchmarks: What 84.5% Means
GLM-5.3 scored 84.5% on CyberGym. That does not mean it can find 84.5% of the vulnerabilities in your codebase. Kill that translation now: the score comes from a demanding—but much narrower—test built around known, historical bugs. Released by Z.ai on…
AI scale met its visibility problem
Nvidia's Firebird plans to deploy over 70,000 GPUs by 2027. Without visibility into system performance, this scale risks becoming ineffective.
Archestra MCP Gateway for Claude Code: Setup Guide
Archestra’s open-source repository had 4,100 GitHub stars on August 9, 2026. The more useful number for Claude Code users is one: an Archestra MCP Gateway for Claude Code can replace a small zoo of separately configured MCP servers with one…
How to Use OWASP AISVS 1.0 for AI App Security
AISVS 1.0 contains 191 security requirements. Copying all 191 into a spreadsheet proves only that someone can operate a spreadsheet. If you want to know how to use OWASP AISVS, start with evidence: choose an assurance level, scope the AI…
Why AI Coding Benchmarks Are Unreliable in Production
Roughly 30% of SWE-Bench Pro’s audited public split may be broken. That is OpenAI’s estimate for a coding benchmark whose public-split pass rate climbed from 23.3% to 80.3% in eight months. If you want to know why AI coding benchmarks…
OpenAI’s 249-page math drop
OpenAI's new math collection showcases advanced research capabilities. This highlights the urgent need for robust security measures as AI autonomy accelerates.
OpenAI Terraform Provider Tutorial: Projects as Code
OpenAI released its official Terraform provider on July 29, 2026, with a stable v1.0.0 build. That sounds like plumbing because it is—and plumbing gets interesting when the alternative is an administrator clicking through production settings with no diff, no reviewer,…