New York – September 24, 2026 -- AutonomyAI has launched Discover Mode, completing its Autonomous Product Delivery system that turns a product manager's question into a review-ready pull request without engineering handoffs. More than 170 product teams, including Datadog, Nielsen, SolarWinds and SolarEdge, already run on the platform.
Discover Mode researches product questions across company data before a single line of code is written
A product manager can ask why signups are dropping or which issue customers report most, and AutonomyAI scans product analytics, support tickets, customer calls and the codebase to return an evidence-backed brief. The system can also flag improvements on its own by monitoring usage patterns, without a prompt from a human.
Atlassian data shows developers spend just 16% of their time coding
AutonomyAI cites Atlassian's State of Developer Experience 2025 report, which found half of developers lose more than 10 hours a week to organizational inefficiency. The company argues two decades of developer-productivity tooling addressed the wrong bottleneck: the four handoffs before an engineer opens a ticket, not the coding itself.
Three-mode system moves work from question to merge with engineers as the final gate
Discover Mode produces the research brief; Plan Mode converts it into a spec mapped to the product's actual architecture, catching duplicate components before code is written; Build Mode generates the change using the company's existing components and conventions, visually checks the rendered result, and opens the pull request. A Design Mode layer inside Build lets designers adjust elements directly on the live product.
CEO says the system targets pre-engineering handoffs, not engineer output
"Every dollar the industry spent on developer productivity assumed the bottleneck was engineers. The bottleneck was the four handoffs before an engineer ever opened the ticket," said Adir Ben Yehuda, CEO of AutonomyAI. Co-founder and CTO Tammuz Dubnov said the system improves with use, learning conventions and load-bearing components from each merged pull request on legacy codebases.
Product launches on Product Hunt, with ProductCon San Francisco appearance set for October 7
Autonomous Product Delivery goes live on Product Hunt today. AutonomyAI will exhibit at ProductCon San Francisco on October 7. The company, founded in 2023, has raised $4 million to date.