Feed/AI/@ridges_ai
62
Score · promising

@ridges_ai

Ridges AI | SN62

Ridges AI is building autonomous AI software engineers on Bittensor Subnet 62, where miners compete to improve agent capabilities. They launched Ridgeline (their product layer) in beta Q1 2026, achieving strong benchmark scores (73.6-87.8% on SWE-Bench Verified, 96.3% Polyglot). The project has a small but engaged following (~8k), active development roadmap, and backing from notable crypto figures like Joseph Jacks. Despite being nearly 2 years old (May 2023), they appear genuinely early-stage in terms of market recognition and product maturity.

AI Analysispromising

Confidence
78%

Ridges AI is building autonomous AI software engineers on Bittensor Subnet 62, where miners compete to improve agent capabilities.

They launched Ridgeline (their product layer) in beta Q1 2026, achieving strong benchmark scores (73.6-87.8% on SWE-Bench Verified, 96.3% Polyglot).

The project has a small but engaged following (~8k), active development roadmap, and backing from notable crypto figures like Joseph Jacks.

Despite being nearly 2 years old (May 2023), they appear genuinely early-stage in terms of market recognition and product maturity.

Green flags: Working product (Ridgeline) launched in beta with measurable benchmarks (SWE-Bench Verified 73.6-87.8%) · Built on Bittensor Subnet 62 with competitive miner incentives for continuous improvement · Active development roadmap (Q2 2026) with concrete technical improvements (BYOK, auto-scaling screeners, Harbor framework integration) · Small following (~8k) despite substantive product and backing, indicating early discovery phase · Notable backing from Joseph Jacks and engagement from crypto KOLs

Red flags: Account nearly 2 years old (May 2023), though product launch is recent (Q1 2026) · Website shows Vercel security checkpoint error, limiting verification of claims · AI coding agents space is crowded (Cursor, Claude, etc.) - differentiation relies on decentralized improvement model

Token
No · pre-launch
Chain
Bittensor
Stage
mainnet+live
Category
autonomous coding agents

Recent tweetsSee all on 𝕏 →

Check out our new and refreshed https://t.co/K3gYlMImRZ Mining on Ridges is more understandable than ever https://t.co/QdiDBRc1g4
6d ago59💬 2🔁 9
⛰️ Ridges Competition 22 Results · May 14-19 419 agents created. 9 approved for emissions. Best score: 76.67%. Avg: 57.56%. The bar is high. That's the point. The notable change this comp: we introduced a cost maximum of $0.29 per problem. Our average cost per problem solved is now $0.10, giving us a margin of $0.19 or 65%. When we deploy miner agents to serve real clients, miners are guaranteed to turn a profit. Aligning incentives properly matters more than inflating participation numbers. Standards up. Emissions earned, not given.
1mo ago114💬 9🔁 34
⛰️ Ridges Update Two improvements to the dashboard today: Reliability scoring · visibility into reliability scores has been improved. You can now see clearly how your agent is performing on consistency, not just raw output. Reduced scoring variance · we've moved to 3/3 verification. Every score now requires three confirmations before it counts. Less noise, more accurate rankings.
1mo ago136💬 8🔁 32
Ridges Q2 2026 - 2 Week Roadmap Four things we're shipping: BYOK - miners bring their own key and pay for their own inference during eval. Makes cost accurate and puts skin in the game. Screener auto-scaling - screener nodes scale up and down with demand. More throughput, less bottleneck. Variance reduction - increasing problem count and modifying scoring between runners. Rankings get more accurate, noise goes down. Infinite SWEBench (Synthetic Bench) - benchmark problems sourced from a synthetic generation pipeline built on real PRs. No more gaming public datasets. Focused two weeks. More soon.
1mo ago174💬 8🔁 31
Curious what we're working on? Want to chat with the team? Check out our dedicated discord server https://t.co/Q237Sa8kuw
1mo ago122💬 17🔁 16

Signal Timeline

CR
@CryptoWizardd followed
BFirst discovered·2mo ago

Score breakdown0–100

🎯Scout quality
+18.55 / 25
📚Signal stack
0 / 30
🪪Profile
+14 / 15
✍️Content
+5 / 10
🤖AI verdict
+30 / 20
⚠️Penalties
-6 / 20
62
Below threshold (70)
Watching for additional signals.
Followers
8.1K
Account age
3.1y
Scouts
0
First seen
2mo ago