Technology
Agent
An Agent is an autonomous software system (often LLM-driven) that perceives its environment, makes goal-directed decisions, and executes multi-step actions without continuous human oversight.
This is the next-generation automation layer: a software entity capable of independent operation. Agents utilize a core perception-action loop, integrating memory and planning systems to break down complex objectives (e.g., 'book a full business trip') into actionable subtasks. They are distinguished by their autonomy, moving beyond simple chatbots or rule-based scripts. Modern examples like AutoGPT and Devin AI demonstrate their capacity to use external tools (APIs, web browsers) and adapt their strategy in real-time, delivering a step-change in efficiency for enterprise workflows and complex data analysis.
What builders pair with Agent
Projects using both technologies. Select a pairing to see a project.
12 more pairings
Pairing: Claude Code
Turn your Homelab into a Dark Factory
Pairing: Docker
Turn your Homelab into a Dark Factory
Pairing: Runtime
Operating an Agentic Homelab with Agent Guides
Pairing: Claude Agent SDK
The loss curve lied: catching hidden safety drift inside the fine-tuning, automated with an agent!
Pairing: Claude (Anthropic)
I Built An Agent To Be Me On LinkedIn (And It Failed Three Times)
Pairing: FastAPI
The loss curve lied: catching hidden safety drift inside the fine-tuning, automated with an agent!
Recent Talks & Demos
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