Romee Panchal @romitheguru

ML Engineer | Writer, thinker, and lifelong learner. Subscribe to my newsletter: https://t.co/1uuir2wyqr romeepanchal.com Bengaluru, India Joined September 2018

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Romee Panchal @romitheguru

2 weeks ago

Building a research report an agentic system: Web scraper agent → gathers raw data Analysis agent → finds patterns Fact-checker agent → verifies claims Writer agent → creates narrative Editor agent → polishes final output Orchestrator ensures they work in the RIGHT ORDER…

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Romee Panchal @romitheguru

2 weeks ago

After working on an agentic system, I realised that building a multi-agent system is straightforward if you understand the fundamentals and software design principles.

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Romee Panchal @romitheguru

3 weeks ago

Compartmentalisation is key when managing many responsibilities. Here are a few practical ways to apply it: - Time-blocking: Assign specific hours to different responsibilities. Tools like calendar apps make this seamless. - Mental rituals: Use cues to switch compartments, like…

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Romee Panchal @romitheguru

3 weeks ago

When everyone go out of job due to AI, who will have the money to buy the products companies will be making with AI?

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Romee Panchal @romitheguru

3 weeks ago

In your head, problems often feel either too big or too small, and that distortion fuels anxiety. The fix? Externalize them. Write it down, make a list, sketch a graph—give it structure. Once it’s on paper, you see its true size and it becomes manageable.

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Romee Panchal @romitheguru

3 weeks ago

youtu.be/LP5OCa20Zpg

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Romee Panchal @romitheguru

3 weeks ago

LangGraph or OpenAI SDK for agents?

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Romee Panchal @romitheguru

3 weeks ago

Re-reading the article "How to build effective agents". anthropic.com/engineering/bu…

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Romee Panchal @romitheguru

2 months ago

Cost-effective AI models for agent development: How reliable though?

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Romee Panchal @romitheguru

2 months ago

Three Main Orchestration Patterns Sequential: Agent A → Agent B → Agent C. Like an assembly line. Parallel: Agents A, B, C work simultaneously. Fast, but coordination is complex. Hierarchical: Manager agents oversee worker agents. Scales well, adds layers.