mgd43b - DEV Community

mgd43b for AgentEnsemble

May 27

Tool Pipelines: Eliminating LLM Round-Trips for Deterministic Tool Chains

#java #ai #agents #architecture

4 min read

mgd43b for AgentEnsemble

May 25

Guardrails for Agent Output: Pluggable Validation Before and After LLM Calls

#java #ai #agents #architecture

4 min read

mgd43b for AgentEnsemble

May 23

Wiring Agent Ensembles into Spring Boot, Micronaut, and Quarkus

#java #ai #agents #spring

4 min read

mgd43b for AgentEnsemble

May 21

Operating Agent Networks: Visual Topology, Drill-Down, and Runtime Visibility

#java #ai #agents #architecture

1

5 min read

mgd43b for AgentEnsemble

May 19

Testing Distributed Agent Systems: Stubs, Recordings, and Isolation

#java #ai #agents #architecture

1

5 min read

mgd43b for AgentEnsemble

May 17

Capacity Management in Agent Networks: Rate Limiting, Priority Queues, and Backpressure

#java #ai #agents #architecture

1

5 min read

mgd43b for AgentEnsemble

May 15

Shared Memory Across Agent Ensembles: Consistency Models for Distributed State

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

May 13

Federation for Agent Networks: Cross-Namespace Capability Sharing via Realms

#java #ai #agents #architecture

4 min read

mgd43b for AgentEnsemble

May 11

Dynamic Discovery in Agent Networks: From Hardcoded Routes to Capability Catalogs

#java #ai #agents #architecture

4 min read

mgd43b for AgentEnsemble

May 9

Durable Transport for Agent Networks: Moving from In-Process Queues to Kafka

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

May 7

Transport SPI: Making Agent Network Infrastructure Pluggable

#java #ai #agents #architecture

4 min read

mgd43b for AgentEnsemble

May 5

Bridging MCP into Java Agent Systems: Reusing the Tool Ecosystem Without Leaving the JVM

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

May 3

Coding Agents on the JVM: Project Detection, Workspace Isolation, and Tool Composition

#java #ai #agents #architecture

6 min read

mgd43b for AgentEnsemble

Apr 30

Humans as Participants, Not Controllers: Designing Agent Systems That Run Without You

#java #ai #agents #architecture

6 min read

mgd43b for AgentEnsemble

Apr 27

Task Sharing vs Tool Sharing: Cross-Ensemble Delegation in Distributed Agent Systems

#java #ai #agents #architecture

6 min read

mgd43b for AgentEnsemble

Apr 24

From Run-and-Exit to Always-On: When Agent Ensembles Become Services

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

Apr 21

Token-Efficient Context Passing: Pluggable Serialization for Multi-Agent Pipelines

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

Apr 18

Typed Tool Inputs in Java Agent Systems: Records as Contracts

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

Apr 15

Self-Optimizing Agent Tasks: Persistent Reflection Loops in Java

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

Apr 12

Quality Gates on Agent Pipelines: Phase Review and Feedback Injection in Java

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

Apr 9

Using AgentEnsemble as a Pure Workflow Engine: Orchestration Without AI

#java #ai #agents #architecture

5 min read

mgd43b for AgentEnsemble

Apr 6

Parallel Workstreams in Java Agent Pipelines: Phase-Level Grouping and DAG Execution

#java #ai #agents #architecture

6 min read

mgd43b for AgentEnsemble

Apr 3

The Agent Is an Implementation Detail: Task-First Orchestration in Java

#java #ai #agents #architecture

1

5 min read

mgd43b for AgentEnsemble

Mar 31

Debugging Multi-Agent Systems: Traces, Capture Mode, and Live Dashboards

#java #ai #agents #debugging

2

8 min read

mgd43b for AgentEnsemble

Mar 28

Human-in-the-Loop Agent Systems in Java

#java #ai #agents #enterprise

6 min read

mgd43b for AgentEnsemble

Mar 25

MapReduce for AI Agents: Scaling Multi-Agent Workloads on the JVM

#java #ai #agents #architecture

2

6 min read

mgd43b for AgentEnsemble

Mar 22

Agent Workflows on the JVM: Typed, Observable, and Composable

#java #ai #agents #architecture

1

7 min read

mgd43b for AgentEnsemble

Mar 19

Production-Minded Multi-Agent Orchestration in Java

#java #ai #agents #production

1

5 min read

mgd43b for AgentEnsemble

Mar 16

From CrewAI to Java: Multi-Agent Orchestration Without Python

#java #ai #agents #python

1

5 min read

mgd43b for AgentEnsemble

Mar 13

Building Multi-Agent Systems in Java Without Leaving the JVM

#java #ai #agents #tutorial

5 min read

mgd43b for AgentEnsemble

Mar 11

What Multi-Agent Orchestration Should Look Like for Java Teams

#java #ai #agents #opensource

4 min read