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Android Bench 2 Adds Support for Long-Horizon Tasks, Agentic Evaluation, and Continuous Scoring

Cloudflare Traces Turns the Proxy Layer into OpenTelemetry Spans, with New Volume-Based Pricing

Secret protection must scale with software

How one bug bounty researcher chooses the features they investigate

Hack the World: Why hackathons are still the best place to learn to build

Implementing a Modular Master-Agent Telemetry & Diagnostic Framework in Python: Prime-Sentinel Command (PSC)

Part 6: An operating system for coding agents: the disciplined build

Part 1: Make your AI agents boring: the determinism layer

Part 2: Evals as a deployment gate — and how to know when they drift

Part 3: Knowing when your agent doesn’t know: the confidence layer

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