Then ask Cursor to either start working on the open MagicPath file, create a new one, or point to an existing one. Cursor will know what to do.
TOOLS
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Integrating MagicPath AI Agent Skill with Cursor for Code Automation
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For Cursor to communicate with MagicPath, it needs our agent skill. Just paste this inside the Cursor chat. "Install this skill npx skills add https://
github.com/magicpathai/ag
ent-skills
… –skill magicpath" The agent will walk you through the installation, logging into our app and the CLI. If you -
AI Agents Need to Learn from Executions for Meaningful Functionality
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I've been waiting for something like this for a while. Agents that don't learn from their executions make no sense.
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Self Improving AI beats Karpathy’s autoresearcher by improving itself
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Self Improving AI (SIA) beats Karpathy's autoresearcher agent by improving itself!
— Sumanth (@Sumanth_077) 28 mai 2026
SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task.
Most agent frameworks are static. Fixed harness, fixed model… https://t.co/bk4BaLqsCE pic.twitter.com/kiByM7J0KvSelf Improving AI (SIA) beats Karpathy's autoresearcher agent by improving itself! SIA is a Self Improving AI framework to autonomously improve the performance of any AI system (Model / Agent) on a benchmark task. Most agent frameworks are static. Fixed harness, fixed model
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Vibe Coding: AI-Driven Rapid Development Trend
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“Vibe coding” is quickly becoming one of the most talked-about AI trends in business and software development Instead of focusing purely on technical coding skills, vibe coding is about using AI tools to rapidly build, test and refine ideas through natural language prompts,
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Systematic failures in long agent runs: repetition, forgetting, high API bill
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You have probably seen this with Claude Code or any long agent run: – it repeats work
– it forgets a decision
– it argues with stale instructions
– it misses the exact file you mentioned earlier
– the API bill keeps climbing That is not random. -
General-Purpose AI Agent Surpasses Karpathy’s Auto-Researcher by Self-Improvement
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A GENERAL-PURPOSE AGENT SURPASSED KARPATHY'S AUTORESEARCHER It wasn't designed for research. It simply improved itself until it achieved it The framework behind it is called SIA by Hexo Labs and it's open source → The agent updates its own logic
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Cursor Developer Habits Report on AI Coding
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Introducing the Cursor Developer Habits Report.
— Cursor (@cursor_ai) 28 mai 2026
We’re sharing some of our findings on how software development is changing.
It’s based on the most comprehensive dataset on AI coding in the world, across all model families. pic.twitter.com/c4ZOeVErEOIntroducing the Cursor Developer Habits Report. We’re sharing some of our findings on how software development is changing. It’s based on the most comprehensive dataset on AI coding in the world, across all model families.
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MS Office now powered by Perplexity Computer
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MS Office is now powered by Perplexity Computer https://t.co/fIcY5TZ7lT
— Aravind Srinivas (@AravSrinivas) 28 mai 2026MS Office is now powered by Perplexity Computer
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Managed Deep Agents: Features for Agent Creation and Workflow Support
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Managed Deep Agents lets you create a managed Deep Agent without standing up a custom agent server. Our runtime supports: Durable threads Streaming runs Checkpointing Human-in-the-loop workflows