Co-founder and CEO at Bito. 

We build codebase intelligence for AI coding and reviews, so AI tools can reason about real systems instead of guessing. 

Before Bito, I built and scaled companies across multiple markets, including PubMatic (NASDAQ: PUBM). 

Right now, I spend most of my time thinking about AI, software systems, and why understanding codebases matters more than writing code faster.

Amar Goel

Your coding agent indexed your entire codebase and still has no idea how your services connect. Cursor, Claude Code, Copilot. 

They all build symbol tables, follow references, create searchable indexes when you connect your repos. Fast, accurate file lookup. And for scoped, single file edits, that genuinely works.

The problem shows up the moment work crosses service boundaries.

Your agent can find a file. It cannot tell you why a safeguard was added after a production incident, or which downstream consumers break if you change a schema. 

That knowledge lives in the relationships between code, and indexing does not capture relationships.

We keep seeing this pattern with teams of every size. 

They assume indexing solves the context problem, then spend weeks debugging agent output that looked right but missed the system entirely.

We wrote about why this keeps happening and what actually closes the gap.

Read here:

Bito | Top score on SWE-Bench Pro - Deep codebase intelligence for AI coding and reviews

Open article: Why Coding Agents Get Lost in Your Codebase (Even After Indexing Everything)  by bito.ai

Why Coding Agents Get Lost in Your Codebase (Even After Indexing Everything) 

For 25+ years I’ve launched and scaled startups, including co-founding Shaadi.com. Currently building MProfit, the go-to wealth tracking and analytics platform for India’s family offices and UHNIs.

The origin story of Shaadi.com - https://celestri.org/2015/01/13/origin-story-shaadi-com/

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The Battle

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Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Amar Goel's LinkedIn Performance

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