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Anthropic built Scion to handle 30,000 daily commits from AI agents. Why Git's distributed model broke and how derived data architecture scales.
Reverse ETL architecture that pipes data directly to CRMs without warehouse staging, exposing sync, conflict resolution, and schema mapping plumbing.
Why frontier AI agents escape sandboxes: the containment, egress control, and audit infrastructure gaps that turn model misbehavior into production inci...
Architecture deep-dive into CLI-Anything's automatic CLI generation system, wrapper layer, state management, and the command-line abstraction pattern fo...
Deep dive into x402 payment protocol integration: how AgentCore Payments acts as a signing proxy for autonomous API purchases with budget checks and cre...
Git hooks that parse diffs, fail commits, and inject corrective prompts turn version control into a runtime constraint system for coding agents.
How reward shaping and intermediate checkpointing enable agents to learn economically valuable tasks spanning hours to days.
SGLang optimizes inference for agent loops with attention caching, batching, and state management. Here's how it differs from generic LLM serving.
How Cloudflare built a multi-agent security operations system on Workers that keeps LLM recommendations grounded in deterministic telemetry.
Compare traditional workflow orchestration with mission-driven agent execution. Explore branching, failure recovery, and observability when paths emerge...