Tarun Sachdeva

i've basically dropped issue tracking the best way to see what our team is working on is to look at the traces

@greeningingreen @newsystems_ oh my, that's too kind. rooting for you too!

@tarunsachdeva is one of the kindest and most generous people I’ve met in toronto, willing to take a shot on anyone, and putting his heart and soul into his projects and events i met him through the PROGRAM series he was running at @newsystems_ and he’s widened my understanding of what i think is possible through his determination rooting for you all thank you for everything :)

last time vin and i worked together some insane stuff happened

TRACES DOT COM

@sojoodi @xai Still playing around, terminal ux is pretty good so far, seems opentui based. will share some traces soon

@tarunsachdeva @xai How does it feel vs Codex or Pi. Any early thoughts?

working on the @xai grok cli adapter for traces today. this thing is fast

@VishaveCom appreciate that!

@tarunsachdeva this is cool!

i've basically dropped issue tracking the best way to see what our team is working on is to look at the traces

@internetvin the feeling is very mutual brother, tyfe

big love and respect to @tarunsachdeva. a gem in this city.

@0xSero incredible, congrats!

I just received a 100,000$ grant from the Human Rights Foundation. In total I received: - 100K USD through HRF - 25.8K USD through donations site - 25K Brev credits through Nvidia - 4x B200s for a month - 5K from lambda - 4x RTX PRO 6000 private donor Open source must win

@sarimrmalik @tracesdotcom another @maxoulos joint

@tarunsachdeva @tracesdotcom those charts are beautiful

beyond tokenmaxxing the new traces contribution graph is a new view of your team's sessions over time, and a small step in giving you better tools to understand and analyze your sessions now live for all teams on @tracesdotcom

wow this is doing numbers you should check out our thing traces.com:

playing with zero-native.dev tonight, this thing is crazy got a native mac app with webview in... 680kb

incredible stuff @ctatedev

@zehranaqvi very very cool

Introducing Annotations. Starting today, you can add field notes to your research in Lore with customization options like bold, italics, position, size, and color.

In 3 weeks at @devtoolsTO: @tracesdotcom - share agent coding sessions @polarityco - sandboxes for agent testing @super_user_app - agents in your team chat Tidra - AI code maintenance at scale Docsalot - docs agents can read Code Pathfinder - trace vulns across your codebase

@samhogan @tracesdotcom will do

@tarunsachdeva @tracesdotcom yes it is! would love to help you get set up, DM if interested

We’re introducing HALO 😇 Hierarchal Agent Loop Optimizer HALO is an RLM-based agent optimization technique capable of recursively self-improving agents by analyzing their execution traces and suggesting changes. This work is inspired by the Mismanaged Genius Hypothesis proposed by @a1zhang and @lateinteraction earlier this month. tldr; we improved performance on AppWorld (Sonnet 4.6) from 73.7 --> 89.5 (+15.8) by giving HALO-RLM access to harness trace data and asking it to identify issues. The feedback from HALO surfaced failures in the harness such as hallucinated tool calls, redundant arguments in tools, refusal loops, and semantic correctness issues. Each issue mapped cleanly to a direct prompt update. We then fed these finding into Cursor (Opus 4.6), and asked the coding agent to update the underlying harness. We repeated this trace -> HALO-RLM analysis -> code update loop until the score plateaued. Today we’re open-sourcing the core HALO-RLM framework, evals, and data for further review.

@lakshyaag @trillhause_ come on guys this is childs play, this is all in the core

@tarunsachdeva @trillhause_ this guy torontos

If you can name all 4 locations, I will buy you a coffee in Toronto this summer.

agent traces--a form of art @tarunsachdeva traces.com/s/jn75tykyffmw…