Master modern autonomous systems. In-depth, practical blueprints covering API runtime integration, swarm task parallelization, and context window optimization.
Explore production-tested code samples, orchestration workflows, and runtime benchmarks for cutting-edge autonomous agents.
API & Runtime
Practical walkthrough on orchestrating persistent memory, function calling hooks, and secure runtime boundaries using the latest OpenAI Agents API.
Context Control
How to build hierarchical context filters and AST-driven indexing to keep LLM developer agents focused on targeted codebases without token bloat.
Swarm Compute
Implementing distributed retrieval swarms with Kimi K3 models, utilizing concurrent fan-out query decomposition and synthesis pipelines.
Doc Automation
End-to-end blueprint for ingesting complex multi-modal enterprise reports, extracting structured schema tables, and verifying cross-references.
Browser Agents
Step-by-step setup for deterministic web navigation agents in Comet Browser, utilizing vision grounding and DOM state machines.
