if you build any agent on activegraph, the trace is automatic and first-class, not bolted on
AGENTS
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Parallel experiment building coding agent on ActiveGraph AI with event log trace
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a parallel experiment building a coding agent on top of @activegraphai
. you can see everything flattened down to a single event log trace -
Technical breakdown of agent analyzing 2025 EU GDP data
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Get a full technical breakdown of this agent, and see what happened when we rain it ran it against 2025 GDP data for all 27 EU member states. https://
langchain.com/blog/financial
-ai-that-investigates-macro-trends-eu-economic-analysis-with-you-com-and-langchain
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LangChain agent analyzes GDP data with AI and research API
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This macroeconomic research agent powered by Deep Agents, LangSmith, and the @youdotcom Finance Research API: Analyzes GDP data Detects anomalies Investigates structural & cyclical drivers at the sector level Produces structured, cited briefings
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LangSmith preserves decision logs for explainable financial AI
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In financial services, the ability to explain how a conclusion was reached matters as much as the conclusion itself. This agent uses LangSmith to preserve that decision log: every query issued, every response received, and every intermediate result produced before the final
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Rippling AI shipped millions using Deep Agents and LangSmith in 6 months
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@Rippling AI runs on Deep Agents and LangSmith. Here’s how they shipped to millions of users in 6 months. -
New Approach to Agent Skills: Paper, Repo, and Site
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Paper (arXiv):
https://arxiv.org/abs/2605.31264 (~25 min read)
Repo (GitHub, MIT):
https://github.com/titanwings/colleague-skill
… (~10 min setup)
Gallery and site:
https://titanwings.github.io/colleague-skill-site/
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Agent Skills standard:
https://agentskills.io -
Genekogan workshop on coding agents for music and art at Vibecon
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Very excited to be giving a workshop at @Replit
's Vibecon on June 17 in NYC. I'll be sharing techniques for getting coding agents to make music and art. -
Composer 2.5 now available in Grok Build, excels at complex tasks
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Composer 2.5 is now available inside Grok Build.
— xAI (@xai) 1 juin 2026
Composer 2.5 is a fast, highly intelligent model that excels on long-running tasks and following complex instructions. pic.twitter.com/x7k4zVuVdWComposer 2.5 is now available inside Grok Build. Composer 2.5 is a fast, highly intelligent model that excels on long-running tasks and following complex instructions.
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Search as Code replaces tool-calling with async search primitives
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The traditional tool-calling approach suffers from high latency, manual control flow, and context pollution. With Search as Code, the model composes search primitives: fanning out queries asynchronously, deduping, filtering, joining, and ranking before results hits its context.