No, my [ Situation Monitor ] pulls live revenue from Stripe API, more revenue and expenses from my Wise API (bank), etc. Then for historical data I imported a lot manually with CSV or just copy pasting into Claude Code on the server I also asked Claude in Chrome to download
AGENTS
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Engagement on OSS Efforts and the Irrelevance of Commits with Agents
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three layers of security for agents: machine isolation, capabilities limitation, and runtime validation
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PlayerZero: An AI Production Engineer Tool
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PlayerZero is literally an AI production engineer. Check them out here:
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Context Graph Revolution in Agentic Coding Systems
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Agentic coding just got a major upgrade nobody is talking about.
— Chubby♨️ (@kimmonismus) 23 mars 2026
There's now a context graph that sits on top of your entire production system. Your codebase, your incidents, your customer tickets, all connected into one living model.
When a PR opens, it already knows what's… https://t.co/0gBIL6wCxn pic.twitter.com/TSr6veLSS3Agentic coding just got a major upgrade nobody is talking about. There's now a context graph that sits on top of your entire production system. Your codebase, your incidents, your customer tickets, all connected into one living model. When a PR opens, it already knows what's
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LangSmith Webhooks: Get Slack Notifications When Agents Complete
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Tired of constantly checking if your long-running agent is done? Use the LangSmith Deployment webhook feature to send a slack ping when your run finishes! Here's how to wire it up in a couple of minutes https://
youtu.be/SR6eTBb0k2U Docs: https://
docs.langchain.com/langsmith/use-
webhooks
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Cursor Builds Instant Grep to Search Millions of Files in Milliseconds
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Cursor can now search millions of files and find results in milliseconds. This dramatically speeds up how fast agents complete tasks. We're sharing how we built Instant Grep, including the algorithms and tradeoffs behind the design.
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Executive ELT Training Sessions Claude Code Codex
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we do 1-day ELT training sessions for top startups and Fortune 500s if you're an executive and want to get your hands in Claude Code, Codex, and more:
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Trent AI at Cyber Startup Expo 2026 in San Francisco
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Today only 🤝 Join Trent AI at Cyber Startup Expo 2026 — Meet with Eno Thereska, Co-founder and CEO & Christoph Bartenstein, Chief Product Officer. 👉 go.trent.ai/cyber-startup-ex… Monday, March 23, 2026 8am – 4pm Convene 100 Stockton 5th Floor, Pacific Hall 40 O'Farrell Street, San Francisco, CA 94108 Come by and learn how Trent secures your agentic systems with specialized AI agents that continuously scan, judge, mitigate, and evaluate. So, your team ships fast and stays secure! #CyberSecurity #AI #Startups #RSAC #TrentAIHQ
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Optimizing Default LLM Models for OpenClaw AI Tool Usage
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For those using OpenClaw at a high level, what’s your favorite default model? I was using Nemotron 3-super locally on my Spark but it hits context limits too quickly. I’m mostly using Sonnet-4.6 now but API costs rack up fast. I love my claw but honestly haven’t optimized models
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Proof: Share Markdown Files with AI Agents Easily
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Try Proof to share markdown files with agents and humans super easily: