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Viksit Gaur
17.7K posts
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Viksit Gaur
@viksit
chief ai officer aura.com. 2x founder / ml engineer. prev: ai @dropbox @myralabs @yale. built @solarplex_xyz. opinions my own.
metaverse
viksit.substack.com
Joined July 2006
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  • Pinned
    user avatar
    Viksit Gaur
    @viksit
    Jun 8
    if you're not working with unlimited tokens like @steipete and @bcherny, you could do your loop with claude code + caveman. event -> trigger->action -> eval -> feedback - event: create a "wiki" to render claude generated md files as context - trigger: click "review with claude"
    user avatar
    Peter Steinberger 🦞
    OpenClaw🦞
    @steipete
    Jun 7
    Here’s your monthly reminder that you shouldn’t be prompting coding agents anymore. You should be designing loops that prompt your agents.
    31K
  • user avatar
    Viksit Gaur
    @viksit
    Feb 21, 2023
    Replying to @mrexits
    mooring buoy probably
    232K
  • user avatar
    Viksit Gaur
    @viksit
    Jul 5, 2025
    New post! Optimizing Tool Selection for LLM Workflows: Differentiable Programming with @PyTorch and @DSPyOSS Training local, learnable routers can reduce token overhead, lower costs, and bring structure back to agentic workflows. This post shows how. (Link below)
    27K
  • user avatar
    Viksit Gaur
    @viksit
    Jul 13, 2025
    New post! Optimizing End to End Agent Workflows with @DSPyOSS optimizers: Differentiable Programming for Learnable Graphs How learnable graphs reduce manual tuning, scale decision-making, and make LLM workflows self-improving. (Link below)
    20K
  • user avatar
    Viksit Gaur
    @viksit
    Dec 27, 2022
    Replying to @0xBanana
    🙀
    1.4K
  • user avatar
    Viksit Gaur
    @viksit
    Aug 6, 2025
    New post! Behavioral consistency in LLM agents isn’t a prompt problem, it’s a graph optimization problem. Jointly optimize behavior across entire @DSPyOSS agents, from routing decisions to how each branch preserves context and communicates outcomes. (Link below)
    14K
  • user avatar
    Viksit Gaur
    @viksit
    Aug 18, 2023
    .@solana social is happening.
    73K
  • user avatar
    Viksit Gaur
    @viksit
    Jan 10, 2023
    i've always admired what .@DeGodsNFT, .@kevindegods, and .@frankdegods have done for the NFT ecosystem, shitposts and controversies notwithstanding! I'm excited to join the community today and build together.
    8.4K
  • user avatar
    Viksit Gaur
    @viksit
    Mar 21, 2023
    Replying to @COOP3RDRUMM3R
    🦖
    435
  • user avatar
    Viksit Gaur
    @viksit
    Jun 8, 2023
    team @solarplex_xyz ships! in the last four days, - ai news - compressed badges via @BackAnUnderdog - subplexes for @ChildOfBusiness - scavenger hunt #4 - @goPixl_ airdrop - @ottrfinance AMA @solarplex_xyz brings back the fun in communities. and it’s not even friday yet.
    user avatar
    Ethan "TABASCO"
    UniversalX
    @ethanfr
    Jun 7, 2023
    Replying to @viksit and @solarplex_xyz
    solarplex always shipping 🚢
    2.5K
  • user avatar
    Viksit Gaur
    @viksit
    Sep 1, 2023
    one week in, the community on .@solarplex_xyz is truly global! look at those hotspots! .@solana everywhere
    13K
  • user avatar
    Viksit Gaur
    @viksit
    Mar 1, 2024
    Replying to @RaoulGMI and @guac_gg
    im the founder of @solarplex_xyz - @solana based creator platform that uses gamification to build better relationships for their audience. we love @guac_gg. we've integrated them into our tipping flow for creators. they use our in-post minting feature for audience engagement.
    24K
  • user avatar
    Viksit Gaur
    @viksit
    Sep 16, 2022
    Well, it was high time. LFG! Excited to be part of the OG! @DegenApeAcademy
  • user avatar
    Viksit Gaur
    @viksit
    Jul 23, 2025
    New post! Benchmarking Local vs GPT-Based Routing in LLM Workflows using @PyTorch + @DSPyOSS We run an eval on a tool controller vs GPT-4o for classifying 1000+ support tickets. Same accuracy. Half the cost. Code, evals, DSPy pipeline, all inside. (link below)
    6.6K