Category: AI Agents

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AI agent news and explainers: autonomous agents, frameworks, multi-agent systems and real deployments — covered daily by Agentic Affairs.

Cartoon illustration of a robot agent on a reason-act-observe loop being checked against a checklist, headline 'Judge the Loop'

AI Agents, Evergreen

How AI Agents Use LLMs to Reason and Plan

November 1, 2026

Cartoon robot comparing a single log line with a branching trace tree, headline Logs vs Traces

AI Agents, Evergreen

How to Implement AI Agent Observability: Traces, Spans, and Debugging

October 31, 2026

Symbolic diagram of ChatGPT app, terminal and editor windows sending requests into a single glowing governed platform inside a shielded GovCloud boundary

AI Agents, Standard

ChatGPT Desktop App on Amazon Bedrock in AWS GovCloud: Setup, Controls, and Limits

October 31, 2026

Cartoon robot agent running in a hamster wheel while a long bill unrolls and a coin meter spins, headline One Loop, Endless Bill

AI Agents, Evergreen

Protecting AI Agents from Runaway API Costs: Budgets, Hard Stops and Live Monitoring

October 31, 2026

Cartoon robot agent at a launch checkpoint holding a checklist, with a pressure gauge reading HIGH and a queue of task envelopes waiting

AI Agents, Evergreen

How to Scale AI Agents for High-Volume Workloads

October 31, 2026

Glowing control platform absorbing chaotic token streams into one orderly flow, symbolising the five-stage Bedrock cost operating model.

AI Agents, Standard

Managing Amazon Bedrock Costs End to End: The Five-Stage Operating Model

October 31, 2026

Cartoon robot agent choosing between a memory vault of past conversations and a blank slate

AI Agents, Evergreen

What Is the Role of Memory in AI Agents?

October 31, 2026

Confident robot pointing at an answer while a careful robot checks it with a checklist and magnifying glass

AI Agents, Evergreen

How AI Agents Handle Uncertainty and Incomplete Information

October 30, 2026

Cracking isolated silos under a flood of requests beside one large shared glowing platform absorbing the same flood calmly

AI Agents, Standard

Building a Governed Agentic AI Platform on Amazon Bedrock AgentCore

October 30, 2026

Cartoon robot illustration for prompt engineering for AI agents

AI Agents, Evergreen

What Is Prompt Engineering for AI Agents?

October 30, 2026

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