AGENTS

→ View original post on X — @hwchase17

LangSmith Engine: AI Agent for Agent Optimization

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@hwchase17

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28 May 2026 16h57

join us for a behind the curtains look at LangSmith Engine (our agent that helps make your agent better)

Trend: Fewer Modes, More Autonomous AI Coding Agents

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28 May 2026 16h42

This is the AI coding agent trend in one sentence: Fewer modes. More autonomy. TRAE is moving from “pick the right coding assistant” to “tell one agent what to build and let it orchestrate the workflow.” Try it here:

SOLO Agent Dynamically Loading MCPs for Real-World Apps

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28 May 2026 16h42

The MCP side is especially interesting. TRAE’s unified SOLO Agent can dynamically load configured MCPs as the project evolves, instead of getting boxed into one rigid setup. That matters when you’re building real apps with databases, payments, AI services, and deployment tools.

AI agents that automate idea-to-deployment workflows

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28 May 2026 16h42

That’s the real unlock: Less mode-switching.
Less setup friction.
Less “wait, which workflow do I need?” The agent can move from idea → app → tool connections → deployment without forcing you to babysit every step.

SOLO Agent auto-selects tools and sub-agents

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28 May 2026 16h42

This sounds small until you actually build with agents. Before, you had to pick the right agent for the right task. Now you just describe what you want. TRAE’s SOLO Agent decides which capabilities, tools, MCPs, and sub-agents to use automatically.

→ View original post on X — @datachaz

Commentary on agent retraining inefficiency and funding

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@datachaz

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28 May 2026 16h33

letting agents relearn the EXACT same stuff every run is just burning cash. makes this $3M raise super obvious tbh Uber's CEO @dkhos will be happy to see this 😉