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Sagas for AI Agents: Undoing What an Agent Already Did

Filed Under: Share Tagged With: Agentic AI, AI Agents, AI Safety, Autonomous Agents, Compensating Transaction, Distributed Systems, Idempotency, Multi-Agent Systems, Orchestration, Saga Pattern, Software Architecture, software engineering

A glowing AI agent whose chain of actions across systems can be walked back by amber undo-arcs when a step fails

We are racing to hand AI agents real power — agents that book travel, file expenses, edit files, move money, and deploy code, mostly on their own. The demos are dazzling. But there

Saga Orchestration vs. Choreography: How to Choose

Filed Under: Create Tagged With: Choreography, Distributed Systems, Event-Driven Architecture, Idempotency, Microservices, Orchestration, Saga Pattern, Software Architecture, software engineering, Temporal, Transactional Outbox, Workflow Engine

A central conductor-hub directing worker nodes on the left, and a leaderless ring of peer nodes reacting to each other on the right

Once you’ve decided a business operation needs a saga — a multi-step process spread across independent systems, where each step can be undone if a later one fails — you immediately

What Is the Saga Pattern? All-or-Nothing Across Many Steps

Filed Under: Learn Tagged With: Choreography, Compensating Transaction, Database Transactions, Distributed Systems, Eventual Consistency, Idempotency, Microservices, Orchestration, Saga Pattern, Software Architecture, software engineering, System Design

An ordered path of glowing steps across separate systems, with amber undo-arcs curving back from a failed step

Book a trip online and one click quietly kicks off a small chain of events: charge your card, reserve the hotel, hold the flight seat, book the rental car, email your confirmation.

The Agentic Development Loop, Explained for Engineers

Filed Under: Learn Tagged With: Agentic AI, Agentic Development Loop, AI Agents, AI Coding Agents, AI Software Development, Claude Code, Context Engineering, Developer Tools, Multi-Agent Systems, Orchestration

The agentic development loop — a closed feedback cycle of gather, act, verify feeding an orchestrator and specialist agents

If you’ve only met AI coding as autocomplete — a model finishing your line before you do — you’ve met the least interesting version of it. The agentic development loop is a differe

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