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How $0.75 to $35 per 1,000 searches shapes agent orchestration, fallback chains, and the trade-offs between standalone APIs and model-native search tools.
Multi-platform data orchestration and scoring primitives for agent-driven research workflows that unify Reddit, X, YouTube, and Polymarket.
AI coding agents treat markdown files as trusted instructions. Attackers drop AGENTS.md into Downloads, hijacking agent context without user interaction.
When agents share expensive expert models, orchestration becomes constrained resource allocation with priority queues, value estimation, and capacity ma...
How rule-based validation agents expose implementation drift without reading source code, and what this means for testing non-deterministic systems.
Infrastructure-as-code deployment of agentic retrieval with routing logic, observability layers, and continuous evaluation for multi-knowledge-base agents.
How Google wired MCP client logic in Gemini CLI: server discovery, authentication flows, tool invocation paths, and state management patterns.
How a local-first screen and audio recorder builds searchable agent memory from desktop activity, focusing on the data pipeline from capture to retrieval.
How abliteration removes RLHF refusal layers and shifts security from model-level guardrails to external policy enforcement in agent deployments.
Building agents that parse broker emails into trade records: state reconciliation, duplicate detection, and maintaining position accuracy without API ac...