AI Engineering Blog

Practical guides on AI-assisted software engineering, AI agents, and upskilling.

AI Observability and Monitoring: Your APM Is Lying to You

Why traditional monitoring is blind to AI failures — and how to build the observability stack that actually catches hallucinations, drift, and cost blowouts.

Mar 20, 2026 · 13 min readRead Article

Software Engineering

Performance Optimization with AI: Why Your Instincts Are Probably Wrong

AI can spot an O(n²) loop in milliseconds, but that loop might not be your bottleneck. Learn to measure first, optimize second, and let AI amplify — not replace — engineering judgment.

Mar 15, 2026 · 12 min readRead Article

AI Agents

Planning Algorithms and Strategies for AI Agents

Deep dive into planning algorithms that power AI agents — from classical search and MCTS to LLM-based reasoning, ReAct loops, and hierarchical task decomposition.

Mar 10, 2026 · 15 min readRead Article

AI Agents

State Management Patterns for AI Agents

How AI agents maintain, update, and reason about state — patterns from simple key-value stores to complex belief systems, memory architectures, and state machines.

Mar 5, 2026 · 14 min readRead Article

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