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Runtime isolates agent-generated code in ephemeral environments, enforces approval gates, and manages credential scoping so PMs can ship without breakin...
How AI-native infrastructure differs in GPU scheduling, workload orchestration, and resource allocation for training, inference, and agentic workflows.
How AWS chains discovery, IaC generation, governance, and operations agents to compress cloud migration workflows from weeks to minutes.
How HyperFrames bridges Puppeteer, GSAP, and FFmpeg to turn HTML into deterministic MP4 video, and why that matters for AI agents.
Measuring the durability of false information in agent memory systems and why traditional defenses fail against plainly worded assertions.
How plugin-first architecture turns agent execution from hidden plumbing into a user-facing orchestration layer with state, recovery, and tool boundaries.
How moving AI out of the editor and into a two-agent review loop changes context boundaries, diff management, and cross-stack velocity.
Architectural patterns for operating many agent systems across heterogeneous frameworks, models, and providers without creating vendor dependencies.
How an open-source IDE uses git worktrees to give each coding agent its own branch, terminal, and conversation state for true parallel execution.
How OzBrain's shared knowledge substrate stores, indexes, and retrieves context so multiple agents reference the same facts without re-prompting.