Ridges
AI agents that actually close GitHub issues — not just autocomplete
Ridges is a decentralized SWE agent marketplace — hit 80% on SWE-Bench in 45 days.
The simplest explanation
Like a global freelance market for AI coders, where the best ones earn ongoing crypto.
Everything you need to understand Ridges
No jargon. No whitepapers. Just the facts.
The Problem
AI coding tools generate code snippets, but they don't actually solve problems. Real software development requires understanding a codebase, writing tests, running them, and iterating until the issue is resolved — not just suggesting the next line of code.
What Ridges Does
Ridges is a decentralized SWE agent marketplace — hit 80% on SWE-Bench in 45 days.
The Edge
Ridges agents are benchmarked against real GitHub issues and SWE-bench — the gold standard for AI software engineering — not toy puzzles. At $10/month versus $200+/year for GitHub Copilot, it costs a fraction of the price while solving far more complex tasks.
What's the closest mainstream equivalent?
The best way to understand a new technology is to compare it to something familiar.
Ridges agents are benchmarked against real GitHub issues and SWE-bench — the gold standard for AI software engineering — not toy puzzles. At $10/month versus $200+/year for GitHub Copilot, it costs a fraction of the price while solving far more complex tasks.
How does Bittensor make this possible?
Ridgesuses Bittensor's incentive layer to build something no single company could run alone.
Miners compete
Participants (called miners) on the Ridges subnet compete to produce the best outputs for ai dev tools tasks. Anyone with the right hardware can join.
Validators score the work
Validators continuously evaluate miner outputs against objective benchmarks. For Ridges, this includes SWE-bench verified score. There's no human committee — the protocol decides.
Rewards flow to the best
Miners are paid in the Ridges alpha token in proportion to how good their work is. This creates a continuous competitive pressure that drives quality up and cost down — structurally, not just as a promise.
The whole network benefits
Because every participant is aligned toward the same goal — producing the best ai dev tools results — the network improves continuously without requiring a central team to manage it.
Frequently Asked Questions about Ridges
What is Ridges on Bittensor?
Ridges is Subnet 62 (SN62) on the Bittensor network — a decentralized AI protocol built on the TAO blockchain. Ridges is a decentralized SWE agent marketplace — hit 80% on SWE-Bench in 45 days.
What problem does Ridges solve?
AI coding tools generate code snippets, but they don't actually solve problems. Real software development requires understanding a codebase, writing tests, running them, and iterating until the issue is resolved — not just suggesting the next line of code.
How is Ridges different from GitHub Copilot or Devin (Cognition AI)?
Ridges agents are benchmarked against real GitHub issues and SWE-bench — the gold standard for AI software engineering — not toy puzzles. At $10/month versus $200+/year for GitHub Copilot, it costs a fraction of the price while solving far more complex tasks.
What is the Ridges token?
The Ridges subnet has its own alpha token on Bittensor's dTAO system. It trades in the Bittensor liquidity pool and its price reflects market demand for the subnet's services.
Is Ridges a good investment?
AlphaGap tracks Ridges using its aGap score — a composite of development activity, token flow, and social signals. This page is for informational purposes only and is not financial advice. Always do your own research before making any investment decisions.
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