iiinova — where your digital self keeps evolving

Tarun Sachdeva @tarunsachdeva.bsky.social · 07/03/2026

That implementation afaik doesn’t have anything to do with the actual trace format it’s only related to how they are tied to commits

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Tarun Sachdeva @tarunsachdeva.bsky.social · 05/03/2026

As always, if you have any issues, let us know - hop into the Traces Discord, message or DM me or @traces.com, whatever works for you. Get started at traces.com.

traces.com

Traces

Share & discover agent traces.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 05/03/2026

This is entirely opt-in - you can choose to install these skills at the scope of your project, for a specific agent, or globally. Just run `traces setup` once you've installed Traces and logged in. If it's not working, just run `traces remove skills`

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Tarun Sachdeva @tarunsachdeva.bsky.social · 05/03/2026

Our team uses these skills to attach traces to every PR created by agents. Now every PR has more context of what agent & model was used, how we prompted it, and how it arrived at a solution. This adds improves our conversation during review. PR's look like this now:

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Tarun Sachdeva @tarunsachdeva.bsky.social · 05/03/2026

Introducing Share from Anywhere for Traces A set of skills for sharing to directly from any supported agent to traces.com. Available now for all 9 supported agents. This small add-on has improved how we work with agents as a team. Here's how it works:

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

thx for taking a look and for taking the time to comment btw 🙏

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

starting with borrowing GitHub’s privacy model for Oauth but you’re correct there’s probably more to do, what would you like to see here ?

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

Something like threads but works for pretty much any agent, we support cursor Claude opencode codex and others I’ll have to dig into agent traces further to confirm the second q, I don’t believe the two have overlapping data tbf that said cursor implements agent traces and we support cursor

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

and yes we will be providing api's and hooks to do more things with your traces, a lot more along these lines coming soon

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

it's not exactly the same, agent-trace is more about tracking ai contributions vs. human contributions. traces.com is a product for storing and sharing traces for open source & teams, gh for your agent conversations if you will really appreciate the question & happy to dig in further 🙏🏽

traces.com

Traces

Share & discover agent traces.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

Your feedback is super important as we're building out the Traces community. You can follow @traces.com for updates, join our Discord: discord.gg/hR8Syd9ZcJ, or DM me personally. I can't wait to hear from you and see what you share.

discord.gg

Join the traces Discord Server!

Traces is a new way to discover and share agent traces. | 12 members

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

On Privacy You can share Traces publicly, privately, or via direct link. Secrets from agent conversations are stripped at source. Coming soon are robust privacy + org models, an open source CLI, self hosting & more. Trust is a long running conversation we are just starting.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

Why would I share a Trace? We built Traces to share and learn how we're solving problems with agents. Our team now adds traces.com links to every PR. This new context shows us how problems were approached. It's a nice add-on to our workflow without disrupting it.

traces.com

Traces

Share & discover agent traces.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

Traces is also a network. You can share privately, publicly, or via direct-link. All your public traces are available on your profile. People are sharing all kinds of traces. Here's one of mine: www.traces.com/s/jn7c679tvt...

traces.com

Creating a New Adapter for Amp Project

Amp trace by tarunsachdeva. See the full coding session on Traces.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

Traces is a CLI app that can be downloaded from Homebrew, npm or curl. When you run `traces`, you will see a list of your coding agent sessions. We support Cursor, OpenCode, Claude, Codex, Gemini CLI, Pi, with more adapters coming soon. Get started at traces.com.

traces.com

Traces

Share & discover agent traces.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 23/02/2026

Introducing Traces A new way to share and discover traces from coding agents, and a small step to make AI more multiplayer. Here's how it works:

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/07/2025

Thanks for the constant support Dwayne!

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/07/2025

Personally I'm really excited about building in the open and everything we’ll learn through the process. Stay tuned. More information on blog.market.dev.

blog.market.dev

market.dev blog

Occasional Updates from the team building market.dev

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/07/2025

Open source makes sense for us since so many of our customers are already active in open source communities, and are using market.dev to offer support, training and consulting packages for premium users. More details on product bounties coming up soon too!

market.dev

Business tools for developers.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/07/2025

The hosted offering at market.dev now has simpler pricing plans designed to scale as you grow your business

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/07/2025

Today, market.dev is open source We're relaunching as an open source project under an MIT License, with a hosted offering The goal is to give developers a combined toolkit for growing a services business - with built in landing pages, payments, CRM & contracts

market.dev

Business tools for developers.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 26/06/2025

damn I totally forgot to reply! I don’t have a preferred pattern for those quite yet tbh, most of my data pipeline is pretty linear and every step depends on the last (ie blocking) for now

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Tarun Sachdeva @tarunsachdeva.bsky.social · 12/06/2025

Yeah I agree it has a lot in common :). DSPy lets me keep the deterministic parts as code, and the LLMs handle what they’re best at. IMO using system prompts for specifying what you want, how you want it can lead to sometimes brittle systems that may need change as models evolve.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 11/06/2025

This was super cool, thanks for sharing. Answered some big questions for me. I'm wondering if you've heard of DSPy.ai? Feels like you'd appreciate it (also its Typescript cousin, axllm axllm.dev)

dspy.ai

DSPy

The framework for programming—rather than prompting—language models.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/06/2025

This event is open to designers, developers and anyone who wants to build applications that use Toronto’s open data infrastructure to inform, connect and empower the city in new ways. More event details soon!

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/06/2025

Announcing PROGRAM: Toronto A hackathon held at City Hall with the theme of making Toronto the world’s most programmable city. PROGRAM: Toronto is June 20 @ 3pm, in collaboration with the City of Toronto Open Data Team, held on the eve of Toronto Tech Week. Grab your ticket here: lu.ma/apcio9op

lu.ma

PROGRAM: TORONTO · Luma

PROGRAM: Toronto is a hackathon with the theme to make Toronto the world’s most programmable city, in collaboration with the City of Toronto Open Data…

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Tarun Sachdeva @tarunsachdeva.bsky.social · 10/04/2025

Anyways, sign up to market.dev and feel free to DM if this is something you'd want to try out!

market.dev

Business tools for developers.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 10/04/2025

Being able to have an agents ready for every workflow is one of the the unexpected design benefits of building this as a 'business in a box' But we're not going to build these all ourselves, and the potential here is to turn into an MCP client so you can bring your own agent against your data

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Tarun Sachdeva @tarunsachdeva.bsky.social · 10/04/2025

Here's a simple research agent concept we're building in market.dev The landing page, lead gen forms, CRM and a contract library all come built in when you sign up, with agents tied into as many workflows as possible

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Tarun Sachdeva @tarunsachdeva.bsky.social · 28/03/2025

Imagine a summarized digest with all the tea - new projects, builders, major releases and more - in the ecosystems you care about. Think "Axios for open source", powered by a data pipeline across 310+ ecosystems. We're building this now, and if you want to try it out, DM or reply below.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 28/03/2025

What if it was this easy to stay up to date with all the developer communities you care about?

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Tarun Sachdeva @tarunsachdeva.bsky.social · 25/03/2025

Would be cool to build more stuff tied to Bsky here (open to ideas). We've been toying with the idea of a data driven weekly newsletter around the ecosystems you care about. We're looking for some people to test some of these new concepts, so if you're open to it - reply below or DM!

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Tarun Sachdeva @tarunsachdeva.bsky.social · 25/03/2025

One of the resources we built at @market.dev is a data pipeline from the most popular and emerging open source ecosystems This pipeline is actively categorizing and sorting through millions of open source projects & their builders across 315+ developer communities.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 16/03/2025

"I created" = "I asked Claude to create"

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Tarun Sachdeva @tarunsachdeva.bsky.social · 16/03/2025

I enjoy working with Next but as a Rails developer I missed being able to see all my app routes in a single file like routes.rb So I created a quick script that I run in dev mode, it's super useful. Lots more to improve, but here's the gist if you're interested. gist.github.com/tarunsachdev...

gist.github.com

generate-routes.ts

GitHub Gist: instantly share code, notes, and snippets.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 11/03/2025

I think the activation energy required to go into "marketing mode" prevents a lot of builders from showing off their work Might be cool to help them with that.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 11/03/2025

Idea: What if marketing for open source projects was as integrated into the development process as CI/CD A Github action triggered on every release, with some well crafted marketing materials - a blog post, maybe a thread, for you to approve / edit before posting.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/03/2025

If you're an independent consultant and are willing to try out some new stuff we're building at @market.dev, please DM. Would appreciate some beta testers for a new feature.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 28/02/2025

Our new name also happens to be a link market.dev, which means, I'll be posting here more since X no likey links

market.dev

Business tools for developers.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 26/02/2025

Some news - we just rebranded to market.dev, and expanded our product footprint. Follow our shiny new account @market.dev for updates!

market.dev

Business tools for developers.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 03/01/2025

This was so fun to make - Keynote, Screen Studio, iMovie and Suno for the audio.

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Reposted by Tarun Sachdeva

Ben Vinegar @benv.ca · 03/01/2025

I'm fortunate in that I can comfortably volunteer my time to work on OSS right now. But for many OSS devs, volunteerism is not sustainable. That's why earlier this year I backed GitWallet.co. It's a platform that helps OSS devs provide paid services & products derived from their work. Check it out.

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Tarun Sachdeva @tarunsachdeva.bsky.social · 31/12/2024

As a developer, I owe everything I’ve learned to OSS. It's been the highlight of my year talking to and helping these builders. What an honor. We're going to kick off 2025 with the biggest announcement we've made. Stay tuned 🫡 Happy New Year!!

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Tarun Sachdeva @tarunsachdeva.bsky.social · 31/12/2024

This year, the nature of software development transformed in a way I could never have imagined. What hasn't changed is the dedication of the people building in open source ecosystems.

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