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production agents
7 posts tagged production agents from Building Agentic AI. Practical writing on agentic AI.
7 posts · All posts →
- Jun 23 2026
AI Agent Observability Is Not Just Logs
Logs tell you what the system did. Agent observability tells you why it decided wrong. Here is what to observe, what to evaluate, and what to instrument first.
· Enterprise · 26 min read
- Jun 17 2026
Why Most Agentic AI Demos Fail in Production
A demo proves an agent can work once. Production asks whether it works repeatedly, safely, within budget, on messy inputs and broken tools, for real users. The four gates that decide whether a pilot ships, and why the demo-to-production gap is structural, not a bug to patch.
· Enterprise · 10 min read
- May 26 2026
Agent Failure Modes Interviewers Probe: Tool Misuse, Loops, Prompt Injection
Senior interviewers do not ask how agents work. They ask how agents break. The seven failure modes that decide most agentic AI system-design rounds in 2026, the follow-up questions interviewers actually use, the structured answer template, and the two failures that get candidates rejected when missed.
· Enterprise · 12 min read
- May 26 2026
How to Answer "Design an Agentic System" in a System-Design Interview
A senior-friendly playbook for the agentic system-design interview in 2026: the seven-part structure interviewers want to hear, a worked example, the answers that get candidates rejected, and the 30-second version if you only have a moment.
· Enterprise · 12 min read
- May 26 2026
What Counts as Agentic AI, and What Does Not
Chatbots, workflows, and agentic AI are not the same thing. A working definition, the AGENT framework, the autonomy ladder, production gotchas, and a 10-question checklist you can run on Monday.
· Enterprise · 24 min read
- May 24 2026
Agentic AI Interview Questions: 30 Real Questions with Production Answers (2026)
Thirty interview questions you actually get when applying for a senior agentic AI engineering role in 2026. Production answers from someone who has shipped these systems, not vendor talking points.
· Enterprise · 18 min read
- May 22 2026
RAG vs Agents: The Interview Question Candidates Get Wrong
RAG and agents are not competing alternatives. They operate at different layers and compose. Why "RAG or an agent?" is a category error, the four mistakes candidates make answering it, what agentic RAG actually is, and the template for answering it in an interview.
· Enterprise · 8 min read