Sparkles

Make everyone on your team an engineer

Winter 2026ActiveB2BEngineering, Product and DesignDeveloper ToolsProductivitySan Francisco, CA, USA

Company

Sparkles is like Lovable for existing projects, so even Sharon from Marketing can change the button styling on the front page without going back and forth with the dev team. Someone technical connects their GitHub to Sparkles, sets up the repository and environment variables, and then anyone on the team with a @yourcompany.com email can log in on Sparkles and create pull requests without needing to know what Git is.

Verdict

Medium Signal

Market Opportunity

The ICP is real — non-technical team members (marketing, design, ops) who want to make minor frontend changes without dev bottlenecks is a genuine pain point. B2B SaaS market with potential land-and-expand dynamics. However, the addressable paying market is narrower than it appears since most companies already have solutions (internal tooling, CMS, no-code tools) for this problem.

Low Signal

Founder Signal

Solo founder, 20 years old, left UCL after 1 year of CS. Professional experience includes 3 months at Iterate (summer 2025) and 2 months as first hire at StructuredAI (F25). No co-founder and early-career background are honest limitations for a B2B devtools product that needs engineering credibility and enterprise trust to gain adoption.

Low Signal

Competition

Lovable, Bolt, and Cursor are all adjacent; the 'for existing codebases' angle is the differentiator but that exact space is also being attacked by Cursor, GitHub Copilot Workspace, and Devin. No proprietary moat articulated. Big tech (GitHub/Microsoft) has strong incentive and distribution to build this natively into GitHub itself, which would be existential.

Medium Signal

Product

Has full pricing page (Free 100 credits/month, Pro $20/month 500 credits, Ultra $80/month 1000 credits, Pilot for teams, Enterprise custom). Feature descriptions include GitHub integration, sandboxes, Next.js/Vite support. Demo booking CTA. No named customers. Backed by YC and OpenAI angels.

OverallC Tier

Sparkles has a more developed product than initially assessed, with a full pricing page (Free/Pro $20/Ultra $80/Pilot/Enterprise tiers) and feature descriptions including GitHub integration and sandboxes. Backed by YC and OpenAI angels. However, this remains a solo 20-year-old founder with limited experience building enterprise devtools in a brutally competitive space where Replit, Cursor, and well-funded AI coding startups dominate. The pricing page shows monetization thinking but no named customers or traction metrics are visible.

Active Founders

Ai Daniil Bekirov

Founder

20 | 🇺🇦 yes this is my full legal name. Ai stands for moon in my dad's native language, not Artificial Intelligence I dropped out of University College London to build Sparkles (W26). Previously worked at Iterate.com (founded by Jonas who was previously the co-founder and CTO of Monzo. Backed by OpenAI, Index etc.) and StructuredAI (F25)

Sparkles

TierC Tier

BatchWinter 2026

Team Size1

StatusActive

LocationSan Francisco, CA, USA

Last Updated2 days ago

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