How to Evaluate AI Agents: Task Success, Tool Accuracy, Regression Tests, and Human Review
A production guide to evaluating AI agents with end-state task success, tool-call accuracy, regression suites, human review, and release gates.
Company-specific interview loops, question banks, and answer frameworks for software engineers.
9 articles
A production guide to evaluating AI agents with end-state task success, tool-call accuracy, regression suites, human review, and release gates.
A production guide to multi-agent orchestration, scoped memory, safe tool calling, durable checkpoints, recovery, evaluation, and interview trade-offs.
Choose MCP, A2A, or A2UI by architecture boundary, with a protocol decision tree, TypeScript example, failure modes, and interview trade-offs.
Prepare for AI-assisted coding interviews in 2026: architecture judgment, agent supervision, debugging, verification, tests, and senior-level communication.
Learn eight JavaScript algorithm interview patterns with worked solutions: array transforms, hashing, interval scans, matrix rotation, and async sequencing.
Scenario-based SQL interview questions and answers for professionals with 6–10 years of experience, covering queries, indexing, tuning, transactions, and scale.
29 frequently asked Java interview questions for experienced developers: JVM internals, OOP, collections, exceptions, and multithreading — with answers.
10 Infosys Senior Software Engineer interview questions — URL shortener design, microservices, CAP theorem, API versioning — each with a model answer.
OOPS, or Object-Oriented Programming Systems, is a programming paradigm that is based on the concept of objects, which have properties and methods.