#agentic-systems

4 Articles

All posts tagged with #agentic-systems

Agentic SystemsJan 22, 20267 min read

Multi-Agent Orchestration: Task Routing, Approval Flows, and State Handoffs

A single agent trying to do everything is both expensive and fragile. Expensive because you're running a general-purpose model with a large context window for t...

#multi-agent #orchestration #agentic-systems #llm-engineering #task-routing

Agentic SystemsDec 17, 20256 min read

Building Agent Memory Systems: Short-Term Context vs Long-Term Persistence

The context window is not memory. It's working memory what the agent has in front of it right now. Real memory is what the agent can access across calls, sessio...

#ai-agents #memory #agentic-systems #rag #vector-databases

Agentic SystemsDec 3, 20256 min read

Production AI Agents vs Demo AI Agents: 5 Differences That Actually Matter

There is a version of every AI agent that works in a conference room demo. The LLM call succeeds, the tool executes cleanly, the output looks impressive. Then s...

#ai-agents #production #agentic-systems #llm #reliability

Agentic SystemsOct 8, 20256 min read

The Software 1.0 → 3.0 Shift: What It Actually Means for Engineers

In 2017, Andrej Karpathy wrote a post called "Software 2.0" that described a shift in how we write software. Instead of writing explicit instructions (Software ...

#software-paradigm #ai-engineering #agentic-systems #career #llm-engineering

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