Editorial
Structured Prompt Engineering for Enterprise Systems
Move beyond casual text prompts. Learn the principles of structured prompt engineering with XML boundary tags, explicit constraints, and prompt injection defense.
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Editorial
Testing & Evaluating LLM Outputs with LLM-as-a-Judge
Build robust evaluation pipelines for AI systems. Implement exact-match test suites, schema validators, and the LLM-as-a-judge pattern to grade output quality and policy compliance.
Editorial
Controlling Creativity: Temperature & Stop Sequences
Master sampling parameters in the Gemini API. Understand temperature tradeoffs between determinism and creativity, utilize stop sequences, and inspect finish reasons.
Editorial
Building Multi-Turn Conversations & State Management
Learn how conversational memory works in Large Language Models. Master message roles, state accumulation, session helpers, and persistent system instructions using the Gemini API.
Editorial
Your First Gemini API Call: Core Fundamentals
Master the foundational request-response pattern of Large Language Models using the modern Google GenAI Python SDK. Learn authentication, model selection, prompt dispatching, and response handling.
Editorial
Domain-Specific Deep Agents: Model Routing, Tool Registries & The Full DevPulse System
One harness does not fit every programming language, domain, or review type. Learn how to build dynamic tool registries that serve language-specific tools, a model router that assigns the right LLM to the right task complexity, and domain-tuned system prompts — then wire everything together into the complete DevPulse production system.