Промпты, RAG, LLM-тюнинг, Harness… Идём дальше?
Автономная диагностика СУБД требует от LLM-агента не просто генерации текста, а точной последовательности действий: сбора телеметрии, анализа планов з…
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Harness Base Definition: The Control System Outside the Model
Harness Base Definition: The Control System Outside the Model Previously, we split Agent into several minimal parts: Model: judge the next step Loop: …
System Boundaries: The Difference Between ChatBot, Workflow, Agent, and Harness
System Boundaries: The Difference Between ChatBot, Workflow, Agent, and Harness When people first build Agent systems, they often naturally read them …
Agent Base Definition: Why It Is Not a Prompt
Agent Base Definition: Why It Is Not a Prompt When many people first start building Agents, the most natural reaction is: if we make the system prompt…
Building a Local AI SOC Analyst on an M1 MacBook Pro
How I solved a real SOC operations problem for Datadog, AWS, Cloudflare, Sysdig, PagerDuty with an AI runner, a local AI harness with a tricky model s…
Securing AI Agents in a Bank: From Daily ChatGPT Use to a Production-Ready Secure Harness
AI agents are moving from personal productivity tools into operational workflows. That shift changes the security model. If employees use ChatGPT, Cla…