More info on the framework here: https://
fandf.co/4tlCejR Teleport GitHub repo: (don't forget to star )
@akshay_pachaar
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Teleport Framework GitHub Repository with Documentation
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AI Agents Identity Problem Not Security Problem
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AI agents don't have a security problem.
— Akshay 🚀 (@akshay_pachaar) 18 février 2026
They have an identity problem.
Here's what I mean:
You've deployed 47 agent workflows across your infrastructure.
At 3 am, an agent modifies a production database. You check your logs. 47 agents had access. They all used the same… pic.twitter.com/TOsOEE3PbtAI agents don't have a security problem. They have an identity problem. Here's what I mean: You've deployed 47 agent workflows across your infrastructure. At 3 am, an agent modifies a production database. You check your logs. 47 agents had access. They all used the same
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LLM Routing Reduces OpenClaw API Costs by 30-50%
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Solid work here. This LLM routing can slash OpenClaw API costs by smartly assigning tasks to cheaper models like Kimi for simple stuff, saving 30-50% on tokens without losing quality
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OCR Models Use Case: Datalab’s Chandra Review
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This is a solid use case for OCR models. I have tried Datalab’s Chandra in past and it really good. Great article.
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Paper and Code: Youtu-Agent Training Free GRPO Implementation
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Paper: https://
arxiv.org/abs/2510.08191
v1
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Code: https://
github.com/TencentCloudAD
P/youtu-agent/tree/training_free_GRPO
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Share insights on LLMs, AI Agents, and Machine Learning
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If you found it insightful, reshare with your network.
— Akshay 🚀 (@akshay_pachaar) 1 février 2026
Find me → @akshay_pachaar ✔️
For more insights and tutorials on LLMs, AI Agents, and Machine Learning! https://t.co/gaG9jM3ncSIf you found it insightful, reshare with your network. Find me → @akshay_pachaar For more insights and tutorials on LLMs, AI Agents, and Machine Learning!
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Building AI Agents: Learn by Writing Code and Building Projects
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Building AI agents?
— Akshay 🚀 (@akshay_pachaar) 1 février 2026
> don’t read blogs
> don’t watch videos
> write code
> and build things from scratch
I've open-sourced 90+ projects on AI Agent, RAG, MCP, and context engineering (27k+ stars already) pic.twitter.com/bdaraBqKB4Building AI agents? > don’t read blogs
> don’t watch videos
> write code
> and build things from scratch I've open-sourced 90+ projects on AI Agent, RAG, MCP, and context engineering (27k+ stars already) -
Contextual Indexing: Adding Document Context to Chunks Before Embedding
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Contextual Indexing is another good technique. Essentially, before embedding a chunk, prepend a short description of where it sits in the document…something like "This chunk is from Section 3 of a whitepaper on authentication methods." This helps because chunks often lose
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Clawdbot Tutorial: Setup, Skills, and Architecture Guide
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The goal of tomorrow’s tutorial is to understand what Clawdbot is, get it up and running (including setup and installation), adding a personality to it, learn how to add custom skills, understand crown jobs, and explore the key components of its architecture. Finally, build a
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Clawdbot/OpenClaw Tutorial Release – Community Feedback Request
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Clawdbot/OpenClaw tutorial dropping tomorrow. What would make it useful for you?