Agents

Run an autonomous research loop that drives Claude Code in a GPU container to run experiments, then commits results and opens a pull request.

Scale autoresearch with a code-mode MLE agent that batches train.py edits and runs sandbox experiments in parallel via flyte.map.

Fan out vulnerability analysis across C targets, hypothesize exploits with an LLM agent, and validate PoCs in an isolated sandbox.

Securely execute and iterate on LLM-generated code using a code agent with error reflection and retry logic.

Fan out across competitors, extract source-cited market deltas with the You.com Search API, and build a knowledge-graph-ready intelligence table.

Monitor trusted regulatory sources with the You.com Research API and route citation-precise findings to the right team.

Build an agentic workflow for deep research with multi-step reasoning and evaluation.

Combine LangGraph control flow with Flyte tasks for multi-topic web research with quality-check loops.

Enrich geo-tagged operational events with real-world public context using the You.com Search API with country and freshness targeting.

An autonomous ML agent that designs, runs, and iterates on experiments using Flyte’s durable sandbox for safe LLM-generated code execution.

Ground support tickets in fresh public sources via the You.com Research API and draft cited, customer-ready replies for human review.