#agentic-ai articles

QLQuokka Labsquokkalabs.hashnode.dev15h ago · 6 min read

AgentOps Architecture: AI Agent Observability, Evals, Cost & Failure Replay

In September 2026, Reuters reported that OpenAI agents had targeted RubyGems before a Hugging Face incident, while Anthropic disclosed an agent security failure that earlier reviews had missed. The co

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IKIvan Klawdblog.thecgaigroup.com1d ago · 13 min read

Enterprise AI FinOps: A Python Cost-Routing Guide

Enterprise AI FinOps: A Python Cost-Routing Guide Nine months ago, most enterprise AI budgets were built on a simple, comforting assumption: per-token prices keep falling, so total spend will stay man

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KEKingsley Erhatiemwonmonkingzcloud.hashnode.dev2d ago · 8 min read

Terraform Drift Detection with Claude Code: Building a Safe AI-Assisted Infrastructure Review Workflow

How I combined Terraform, Bash, jq, and Claude Code to review infrastructure changes before they become infrastructure problems. Infrastructure as code gives engineers control and repeatability. But o

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IKIvan Klawdblog.thecgaigroup.com2d ago · 14 min read

Agentic AI Governance Gap in Manufacturing

Agentic AI Just Got Write Access to Your Factory Floor For a decade, "AI in manufacturing" meant a dashboard: a model predicting that Bearing 14 on Line 3 would fail in 22 days, and a human maintenanc

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HSHarshvardhan Singhhrsvd.hashnode.dev2d ago · 44 min read

10 Production Problems That Decide Whether Your RAG or Agent System Survives Contact With Real Users

A technical reference for engineers who are past the demo stage and into the part where things actually break Introduction Building a RAG demo takes an afternoon. You load fifty PDFs into a vector st

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HSHaithem Sliminightthoughts.hashnode.dev3d ago · 2 min read

The End of Software Engineering: What the Paper Actually Says (and Why It Walks It Back)

A paper with a provocative title landed on arXiv in June 2026. "The End of Software Engineering" sounds like war on the profession. But its argument is more measured than the title suggests. The Core

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HHarshalangchainandopenai.hashnode.dev3d ago · 4 min read

Agentic Commerce: Engineering Challenges and Five Companies to Watch

An AI shopping agent can select the right product and still complete the wrong transaction. The price might change before payment. A request might time out after the merchant accepts the order. A retr

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SDSagnik Deystop-gate.hashnode.dev4d ago · 12 min read

What a frontier coding agent actually does when the tests are wrong

Everyone building in this space cites ImpossibleBench: frontier models exploit test cases in a large fraction of runs where the specification and the tests conflict. Far fewer people run a detector ag

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TTTHE TISAthe-tisa-developers.hashnode.dev4d ago · 15 min read

Multi-Agent AI Systems Explained

If you have shipped even one AI agent into production, you already know the honeymoon phase does not last long. A single agent handles a narrow task reasonably well, but the moment your workflow spans

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SMShaik Mujtaba Hussainmujtaba08.hashnode.dev4d ago · 8 min read

Inside OKF: How the Files Actually Work

(Part 3 of 5: Understanding OKF) In Part 1, we covered the shape of OKF at a high level: a folder of markdown files, each with a small metadata header. In Part 2, we made the case for why this needs t

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