Saad Khan

Building ZeroCommit

From LLM Response to Codebase in Seconds.

[Saad Khan @saad__devops]

@Rachit6783531 let's connect!

[Saad Khan @saad__devops]

@Sel1mC Under a second is wild! crazy how fast it is compared to built-in even with that resume catch Great breakdown!

[Saad Khan @saad__devops]

DeepMap Demo (Part 2)

ContextPack pulled ONLY target files slashing tokens from 75k to 10k!

Then ZeroCommit saved the day: it caught a severe AI hallucination where style.css collapsed by 98% (-576 lines).

One prompt auto-fixed it. Zero errors, flawless before/after result!

[Saad Khan @saad__devops]

DeepMap Demo (Part 1)

ContextPack showed reading my repo directly = ~75k tokens. DeepMap compressed the whole architecture into just 6k tokens.

The AI pinpointed the exact target files without ingesting the whole project!

Part 2 next!

[Saad Khan @saad__devops]

@AnnaBlazickova MORE MORE MORE like by automating manual search and replace workflows with DeepMap in my SaaS product Ive completely eliminated repetitive task fatigue It’s been a massive productivity upgrade for you

[Saad Khan @saad__devops]

@AnnaBlazickova quality at scale 😭

[Saad Khan @saad__devops]

@MpanoAphrodis 👋👋👋👋

[Saad Khan @saad__devops]

@DavidRaymondRP 👋👋

[Saad Khan @saad__devops]

@iamsethmedina @poteto @mattpocockuk Couldnt agree more Don’t read every line trace the sensitive data human eyes where mistakes are irreversible automated dummy data checks everywhere else. The “if AI can write it why can’t it review it?” logic is spot on.

[Saad Khan @saad__devops]

@raress96 Love that you list the killed and retired projects right next to the live ones with real number
Rare to see a founder be this open about what didn’t work. Super refreshing, and the Mailyond idea is really solid too. Keep shipping!

[Saad Khan @saad__devops]

@AnnaBlazickova @LazurioAI This hits a real pain point Anna’s in ChatGPT, Tom’s in Claude, and all that know how is basically siloed. Having one place where it all connects with Gmail, Drive, and Sheets is a big win. Rooting for you guys!

[Saad Khan @saad__devops]

I asked Claude to fix the UI, but it gave me a tedious search replace list across multiple files. Most devs end up regenerating the entire file instead, which burns through tokens fast.

ZeroCommit solves both: it automates search-and-replace instantly without wasting tokens!

[Saad Khan @saad__devops]

@alexjfeigl Happy to Connect buddy!!

[Saad Khan @saad__devops]

That’s why I built ZeroCommit.

Now, I just copy the AI response, paste it into ZeroCommit, and within 15 seconds it automatically detects all 23 files for me to review and commit.

Manually creating 23 files takes ages

ZeroCommit handled the whole thing in under 40 seconds!

[Saad Khan @saad__devops]

In this demo I’m showing how I’m building a website using Claude.

It asked me to create 23 separate files and place each one into its designated folder

which requires a crazy amount of manual effort.

It’s so exhausting that we waste all our energy just doing this setup 😭.

[Saad Khan @saad__devops]

Zero manual copy-pasting from Claude to Github.

Paste a Claude response into Zero Commit, and watch it auto-parse and stage all multi-file edits directly to GitHub in seconds.

Zero terminal setup. Zero broken diffs.

[Saad Khan @saad__devops]

@SRuthrasan71495 thats good man

[Saad Khan @saad__devops]

@ContextBolt Giving AI actual real-time context instead of letting it guess is the exact direction all dev and AI workflows are heading. Love what you’ve built with ContextBolt! Super smooth execution.

[Saad Khan @saad__devops]

AI wrote edits across 10 files?

Don't open 10 tabs.
Copy LLM response -> Click Stage -> Ship PR.