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AI Native Developer Relations

Manicule is an AI native devrel that owns developer documentation and technical content across social channels. We grew 100% MoM over the last three months to $58k in monthly revenue, and our customers include Supermemory, Greptile, Reducto, Mastra, Agentmail, and more. It is insanely hard to hire for devrel. Our customers tell us they’ve had roles up for months, paying $300K+ and still can’t find good people. The industry is currently split between SEO/GEO SaaS and agencies that only do videos or in-person devrel. Developer-focused companies also love the velocity AI brings but hate giving their readers AI slop. Naman has been writing content since he was 13 having worked with companies like Promptlayer, Brightdata, Courier.com and others. Shreyans has been building since 14, built an AI app that got onto App Store Productivity Trending in a month and worked as founding engineer at Supermemory. We met in high school and have built multiple startups together since.
Active Founders
Naman Bansal
Naman Bansal
Founder
Co-founder, CEO @ manicule.dev - helping developer tools companies with devrel. I also love tennis, poker, and art.
Shreyans Jain
Shreyans Jain
Founder
Founder @ Manicule (YC P26). 18. High School Grad. Prev. Founding Engineer @ Supermemory.
Company Launches
Manicule - AI Native Technical Docs & DevRel-as-a-Service
See original launch post

TL;DR: Manicule owns docs and technical content for early-stage devtools across GEO, socials, and product videos. Twice as fast with AI and half the cost of hiring a DevRel, with solid results at Greptile, Skyvern, and Supermemory.

Manicule is a technical studio that owns your docs and developer-facing content end-to-end to help you grow. We write for agents and humans, ship in <2 weeks, and have delivered tangible results - ~37% less support tickets, millions of impressions on AI search & socials, and $100K+ in enterprise deals closed across customers.

Customers include Greptile (W24, $25M+ raised), Reducto (W24, $100M+ raised), Supermemory, Skyvern (S23), Rootly, etc.

The Problem

  • Founders don’t have time to write docs, engineers hate doing it, and it ends up on the backlog forever.
  • Nobody knows how to optimize their docs for agents
  • AI tools like CC hallucinate code snippets and write empty content without nuance
  • Docs sit unused as a growth channel, leaking signups to competitors with better content.

We solve that, and here’s proof.

We’ve engineered agent-optimized docs and benchmarked it on our clients’ docs. On average, agents perform no errors while using our approach vs failing 25% of the time with other frameworks.

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Case Study: Supermemory

Supermemory had two overlapping products and a lot of internal confusion about what each one was actually for. Customers couldn't figure it out either, and the docs were full of broken code snippets.

So, we:

  • Got on calls with their CEO to lock down messaging and figure out the exact outcome each product was best for.

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  • Redesigned the information architecture from scratch. We mapped the journey from zero to "aha" and structured the docs like that.
  • Wrote every page tied to a concrete developer outcome, with AI agents drafting from the OpenAPI spec and SDK definitions, then humans refining, testing every snippet, and cutting the fluff.

Results: 37% increase in answer success rate, multiple enterprise deals closed directly from docs, and viral reception on Twitter.

Here’s the Mintlify stats from before our engagement:

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And from after:

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Besides the docs, we also created a lot of blog content, cookbooks, case studies, and videos for GEO, which have bought millions in impressions across AI search and socials.

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How we work

You bring us in for a complete docs write-up that ships in about 15 days and keep us on call 24/7 so your docs never fall behind. From there, we extend across your full developer growth surface like blogs, cookbooks, videos, social distribution, and GEO. All content written for both agents and humans.

Our asks

Video: https://youtu.be/JIHAMiuHLls

Manicule
Founded:2025
Batch:Spring 2026
Team Size:5
Status:
Active
Location:San Francisco
Primary Partner:Aaron Epstein