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agents
90 postsMCP vs CLI: A Resilient Hybrid Architecture for AI Agents
When a plugin crashed, why did the MCP servers survive? A hybrid AI agent architecture combining MCP and CLI, with token cost tradeoffs and lifecycle lessons.
TencentDB-Agent-Memory: A 4-Layer Memory System for AI Agents
TencentCloud's open-source TencentDB-Agent-Memory gives AI agents a 4-layer memory system with Mermaid-based compression.
Your Agent Framework Should Not Become Your Architecture
Explore how agent frameworks can impact architecture and discover the AgentsKit project.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comThe Right Amount of Spec for Agentic Development
An analysis of the necessity and importance of proper specification in agentic development.
Lotor: A Local-First Accountability Tool for AI Agents
Lotor offers a local-first accountability tool for AI agents, enhancing reliability and transparency.
The Hidden Costs of AI Agents: Tokens, Tools, Retries, and Latency
Understanding the hidden costs of AI agents is crucial for engineers. Consider factors like tokens, tool usage, and latency.
Where ACC Fits in the Agent Stack: Transport, Runtime Control, and Business Authority
The Agent Capability Contract (ACC) defines governance for business operations, ensuring responsible AI agent functionality in systems.
Your Coding Agent Says It's Done. Who Verified It?
VichuFlow is an open-source project aimed at enhancing the reliability of coding agents.
Understanding AI Agent Memory: Building Systems That Remember
The memory structure of AI agents is critical for building reliable systems.
Xaidr: In-process Runtime Security and Governance for AI Agents
Xaidr offers local security and governance for AI agents by blocking harmful inputs.