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Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading

Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading

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3 min read
Adding a trust boundary to an AutoGen AgentChat workflow

Adding a trust boundary to an AutoGen AgentChat workflow

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9 min read
Parallel Branches in Neuron AI Workflow

Parallel Branches in Neuron AI Workflow

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4 min read
Boring admin SaaS is where browser agents become real

Boring admin SaaS is where browser agents become real

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4 min read
Building an autonomous multi-agent SEO system with Claude + GitHub Actions ("cheap" and quick)

Building an autonomous multi-agent SEO system with Claude + GitHub Actions ("cheap" and quick)

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10 min read
Heimdall MCP: Add OpenTelemetry tracing to any MCP server without touching its code

Heimdall MCP: Add OpenTelemetry tracing to any MCP server without touching its code

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4 min read
We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

We benchmarked 10 LLMs on 10 real agent coding tasks — here are the results

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2 min read
Responsible Design: Shaping Large-Scale Consequences by Organizing Agents

Responsible Design: Shaping Large-Scale Consequences by Organizing Agents

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6 min read
Building DeepAgents in Java using LangChain4j

Building DeepAgents in Java using LangChain4j

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2 min read
I built a voice agent for Android in a weekend. Here's what actually worked

I built a voice agent for Android in a weekend. Here's what actually worked

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10 min read
手把手拆解agency-agents:自反馈、自修正、自演进的核心机制

手把手拆解agency-agents:自反馈、自修正、自演进的核心机制

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1 min read
OpenClaw and the Architecture Nobody Noticed

OpenClaw and the Architecture Nobody Noticed

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7 min read
The 3-Layer Eval Stack: Ground Truth, Judgment Patterns, and Feedback Loops That Compound Over Time

The 3-Layer Eval Stack: Ground Truth, Judgment Patterns, and Feedback Loops That Compound Over Time

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8 min read
MCP Is a Great Start — But Multi-Agent Production Needs More

MCP Is a Great Start — But Multi-Agent Production Needs More

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2 min read
LLM386: borrowing a 1990s idea for managing LLM context

LLM386: borrowing a 1990s idea for managing LLM context

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3 min read
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