Atla
Find and fix your agent’s most critical failures in hours, not days. Atla helps developers cut time spent on manually reviewing traces. Atla’s LLM judge evaluates your agent step-by-step, uncovers error patterns across runs, and suggests specific fixes—so you know exactly what to fix and why. Atla supports the most popular agent frameworks teams build with, including LangChain, CrewAI, and OpenAI Agents. With real-time monitoring, automated error detection, and prompt experimentation, Atla gives
Y Combinator
yc-company-directory #2668Find and fix your agent’s most critical failures in hours, not days. Atla helps developers cut time spent on manually reviewing traces. Atla’s LLM judge evaluates your agent step-by-step, uncovers error patterns across runs, and suggests specific fixes—so you know exactly what to fix and why. Atla supports the most popular agent frameworks teams build with, including LangChain, CrewAI, and OpenAI Agents. With real-time monitoring, automated error detection, and prompt experimentation, Atla gives
sourceAtla is classified as AI agents from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.
Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.
Companies similar to Atla
A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.
BentoLabs AI
match 77BentoLabs is the monitoring and learning layer for long-running agents. We detect when agents silently fail or drift from the user's goal, system prompt, or tool contracts, show affected users and root cause, and suggest the prompt, skill, or harness fix. As more teams deploy agents, keeping them reliable in production becomes mission-critical. Bento sits directly in the production loop and gives teams the operational leverage required to scale agent ecosystems without scaling human firefighting
shared extracted concept terms: monitor, prompt; shared product terms: fix, critical, suggest, monitor; shared product theme: developer infrastructure; same category: AI agents; shared affiliation: Y Combinator
Forge Robotics
match 71Forge Robotics is changing the way that metal parts are fabricated. We are enabling a future where our intelligent robotic system completes all steps needed to take raw metal stock and transform it into fully welded parts. Beginning with welding, we are building a robot-mounted vision system and AI feature detection that creates a real-time 3D map and tells the arm exactly where to go at every instant.
shared extracted concept terms: real, time, detection; shared product terms: time, step, exactly, real; shared affiliation: Y Combinator
RoverRide
match 61Real-time transit directions in San Francisco. Rover uses real-time public transit data to give you the best route, right now, to your destination. Always get the best route to your destination. Rover tracks all MUNI, BART, and Caltrain lines and gives you directions that make sense right now, so you don't have to wait or worry about missing a connection. Currently supporting SF MUNI, BART, and Caltrain in the SF Bay Area.
shared extracted concept terms: real, time; shared product terms: time, so, support, real; shared affiliation: Y Combinator
Alva Health
match 54Developing a wearable neuromonitoring platform with the first indication in real time stroke detection.
shared extracted concept terms: real, time, detection; shared product terms: real, time, detection
Astronuts
match 53AI for code reviews and error logs with real time resolutions so that developers can focus on building rather than fixing.
shared product terms: review, error, real, time; shared product theme: developer infrastructure
deetz
match 52deetz is a hyperlocal, anonymous app that helps you find what's happening around you in real-time.
shared extracted concept terms: real, time; shared product terms: find, what, real, time