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Nitin Surya
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Nitin Surya

@nitinsurya
Part time coder and full-time foodie | AI-@FirstworkHR Ex-@Google | Ex-@Element_AI | Ex-@Zomato | #UIC | #VIT
Hyderabad, India
linkedin.com/in/nitinsurya
Joined October 2010
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  • user avatar
    Nitin Surya
    @nitinsurya
    Aug 23
    ... is all you need to everything is a ... (tool/capability/plugin) deepseek-harness 🔥
  • user avatar
    Nitin Surya
    @nitinsurya
    Jul 18
    Software teams are spending less time asking “why isn’t this working?” and more time asking “how do we make this better?”, and debating the bigger ideas.
  • user avatar
    Nitin Surya
    @nitinsurya
    Jul 9
    Reasons for not at desk 2018 - model is training 2021 - data pipelines running 2024 - model perf testing 2026 - agents are working
  • user avatar
    Nitin Surya
    @nitinsurya
    Jun 25
    For SaaS products, `UI <> Agent Platform <> Backend` is such a stack the right way to build. An light agent system that knows every data passing through, what user sees, and has this context when asked for action/help, becoming an all knowing assistant right there.
  • user avatar
    Nitin Surya
    @nitinsurya
    Mar 8
    Like kernel fusion ops done for ML model inferencing on GPUs, might need tool fusions on agentic systems to optimize tools usage, token counts, speed and maybe also quality. That needs observability stack for query > tool calls mapping, find bottlenecks, create eval sets.
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