Aiswarya Sankar
@Aiswarya_Sankar • 10,225 subscribers
Building @EntelligenceAI 🎾 🚴🏻♀️ 🏃🏻♀️ Ex Uber and Cal Bear 🐻
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Tokenmaxxing is throwing money down the drain Analyzed 1M+ PRs over 2.4k companies and here are the stats: - 1 in every 4 lines is code churn - Only 21% of code review comments are addressed - at the 90% percentile, 76% of work is reactive bug fixes Full report below 👇
Aiswarya Sankar577,601 Aufrufe • vor 2 Monaten
Nobody cares that you process 2B tokens. That’s not a flex, it’s a bill. Introducing Entelligence AI Agent Insights - Track not just dollars spent but actual ROI We built Agent Insights to map AI spend straight to engineering outcomes: features, fixes, and PRs Manage your budget based on actual company priorities Cut your spend in half with the Entelligence model router See what your AI spend actually shipped:
Aiswarya Sankar65,185 Aufrufe • vor 19 Tagen
Introducing Entelligence AI Model Router, dynamic turn based routing trained on engineering tasks that cuts costs by over 50% Automatically route every coding turn to the model with the best balance of quality, latency, and cost. Escalate to frontier models when they’re actually needed Balanced mode reduces spend by 46% per session Eco mode helps teams save > 76%
Aiswarya Sankar81,455 Aufrufe • vor 28 Tagen
Introducing Entelligence AI Leaderboard: World's first engineering leaderboard 🚨 Athletes have rankings, researchers have citations but developers have been largely hidden We built a real time scoreboard for engineers & teams on actual PR performance: code quality, security and impact. If you're a cracked engineering team, join the leaderboard (Link below👇)
Aiswarya Sankar233,673 Aufrufe • vor 1 Jahr
Excited to announce that Entelligence AI has raised $5M to redefine how engineering teams ship! Today AI writes code faster than ever. But shipping quality products as a team? That's still a challenge. Launching Ask Ellie. An AI agent that triages questions across posthog, sentry, linear, github and more to answer anything about performance, ownership, blockers, and more without jumping between tools. Ellie also beats benchmarks against other code reviewers in catching real issues while also preventing security issues and keeping docs current. Round led Mayfield and Correlation Ventures with support from Embedding VC, DGVentures and an incredible group of leaders from GitLab, Nvidia, Auth0, Zapier, Cisco, Calm, and more!
Aiswarya Sankar103,078 Aufrufe • vor 7 Monaten
Today, I'm excited to launch Entelligence AI DeepReviews, the next generation AI-powered code reviews. Vibe coded PRs are not production ready often creating more subtle bugs throughout the codebase than before. Entelligence fixes this by understanding the entire codebase and flags bugs, regressions, and breakages across files before you ship. But it goes beyond review comments: ✅ Auto-generated docs with architecture diagrams ✅ Team Insights to improve process, not just code ✅ Real time code reviews within your editor If you're building or leading a dev team, this is what smarter, context-aware reviews look like. Try it out in the link below 👇
Aiswarya Sankar95,962 Aufrufe • vor 1 Jahr
The token maxxing hype is over 80% waste. We pulled data from our customer spend analysis across 2,444 companies and found something uncomfortable. For every $1 spent on AI tokens, only $0.18 actually reaches the product. The other $0.82 breaks down like this: $0.44 goes into fixing bugs the AI itself introduced, $0.27 disappears into rewriting or reworking code that missed context, and $0.11 is lost to review friction & context switching. Caught up with 🤝 Zubin Pahuja an ex Uber colleague and now founder of NEXA · anti-LinkedIn to further discuss his thoughts on where the token maxxing trend is headed.
Aiswarya Sankar14,708 Aufrufe • vor 2 Monaten
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