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Agentic AI
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Agentic AI & LLM Engineering

Deep dives into agentic AI, LLM evaluation, synthetic data generation, model selection, and production AI engineering best practices.

9 of 314 articles

Agentic AI
10 min read7Jan 24, 2026

McKinsey: AI Agents Drive 3-15% Revenue Increases for Enterprise

McKinsey research shows AI agents boost enterprise revenue 3-15%, cut marketing costs 37%, and improve sales ROI by 10-20%. Top 10 use cases ranked.

Agentic AI
11 min read8Jan 24, 2026

Building a Multi-Agent Research System: Architecture and Lessons

Practical architecture for multi-agent research with Claude -- orchestration, agent specialization, result synthesis, and production lessons.

Agentic AI
6 min read7Jan 23, 2026

Reasoning Models in Production: When Chain-of-Thought Matters

A practical guide to deploying reasoning and chain-of-thought models in production, covering when extended thinking adds value, cost-performance tradeoffs, and implementation patterns.

Agentic AI
5 min read8Jan 23, 2026

OpenAI Operator: Autonomous Web Browsing Enters the Mainstream

OpenAI launches Operator, an AI agent that autonomously browses the web to complete tasks. How it works, what it can do, and the implications for web automation.

Agentic AI
5 min read1Jan 23, 2026

Autonomous AI Research Agents: From Literature Review to Hypothesis Generation

How AI research agents are accelerating scientific discovery by autonomously surveying literature, identifying research gaps, and generating testable hypotheses.

Agentic AI
7 min read8Jan 23, 2026

Claude Code for Debugging: From Stack Traces to Root Cause Fast

How to use Claude Code to debug production issues — analyzing stack traces, tracing code paths, reproducing bugs, fixing root causes, and preventing regressions.

Agentic AI
6 min read5Jan 23, 2026

AI Cost Management: Building a Budget for Production LLM Apps

A comprehensive guide to understanding, forecasting, and optimizing the costs of running LLM-powered applications in production, with real pricing data and cost reduction strategies.

Agentic AI
8 min read9Jan 23, 2026

AI for Code Documentation: Auto-Generating Docs That Do Not Suck

Using Claude to generate accurate, useful code documentation that stays in sync with code changes via CI/CD integration.