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AI & ML

Deep dives into machine learning, LLMs, and AI agents — architectures, training techniques, and lessons from building real systems.

6 articles

Building an AI SOC Analyst Agent Without Frameworks

Part 1: What AI Agents Actually Are

Building an AI SOC Analyst Agent Without Frameworks

Part 2: Tool Registries and the Dispatch Pattern

Building an AI SOC Analyst Agent Without Frameworks

Part 3: The Tools: Giving the Agent Eyes and Memory

Building an AI SOC Analyst Agent Without Frameworks

Part 4: Prompt Engineering for AI Agents Is Different

Building an AI SOC Analyst Agent Without Frameworks

Part 5: Bulletproofing the Infrastructure (Config & Logging)

Building an AI SOC Analyst Agent Without Frameworks

Part 6: Testing AI Agents Without Hitting APIs