KaratumAgent DNA
Which Census agents are really the same thing underneath, found without running them: registration files, declared endpoints, owner wallets, registration transactions, ERC-8004 feedback, probe evidence and public TLS facts, combined into a similarity graph. Clone clusters, white-label copies, forks and feedback rings fall out of it, each with the evidence behind it.
A similarity finding, not a verdict. Two agents sharing a registrant wallet or a registration transaction were put on-chain by the same hand, which can still be a platform minting for many users or a seller who later transferred them. Each cluster states its basis and a confidence. Method dna-1.0 (methodology) · API GET /v1/dna/clusters.
The snapshot, in numbers
- Census agents compared
- 318,217
- Operator clusters (2+ agents)
- 31,792
- Agents in one · share of Census
- 152,529 · 47.9%
- Largest operator cluster
- 15,290
- Spanning several owners
- 16,065
- Template families
- 1,480
- Families spanning operators
- 621
- White-label families
- 2
- Feedback rings
- 15
- Copies · forks found
- 7,045 · 2,470
Computed 2026-10-20 04:06:07 UTC. Snapshot hash 0xbdd00b110e…a026180e commits to every cluster's member list and is attested on Ethereum Sepolia: EAS attestation. Only 30,049 agents have registration content we can read today (the Census resolves a bounded batch daily); for the rest only wallets, transactions and the agentURI itself are compared. Funder links cover 1,628 Ethereum wallets; Base has no free keyless indexer.
Top operators
| Cluster | Agents | Owners | Basis | Confidence |
|---|---|---|---|---|
| agents.exquisite.land · 10 owners | 15,290 | 10 | shared transactions and infrastructure | high |
| Signalbound ## · 2 owners | 8,588 | 2 | shared transactions and infrastructure | high |
| ag0.xyz · 87 owners | 6,885 | 87 | shared transactions and infrastructure | high |
| 0x3c08…83d8 | 3,369 | 1 | one registrant wallet | high |
| UniAgent ERC# Agent ## · 0x4efb…0bca | 2,293 | 1 | one registrant wallet | high |
| wild-west-bots.vercel.app · 0x4602…8101 | 2,125 | 1 | one registrant wallet | high |
| UniAgent ERC# Agent ## · 0x83a0…87a0 | 1,245 | 1 | one registrant wallet | high |
| api.alpharc.app · 0x72bb…3db1 | 1,165 | 1 | one registrant wallet | high |
| 0xc9f5…9000 | 1,139 | 1 | one registrant wallet | high |
| 2 owners | 1,061 | 2 | agents minted in shared transactions (owners may differ) | medium |
| 2 owners | 961 | 2 | agents minted in shared transactions (owners may differ) | medium |
| 2 owners | 891 | 2 | agents minted in shared transactions (owners may differ) | medium |
Big clusters are mostly one wallet registering many agents: NFT collections, launchpads, test mints and squatting farms. Whether that wallet is one operator or a platform acting for users is what the confidence column says.
Feedback rings
| Ring | Operators | Agents | Feedback received | From inside the ring |
|---|---|---|---|---|
| Operators vouching for each other dense | 131 | 212 | 2,406 | 2,186 · 91% |
| Operators vouching for each other dense | 62 | 448 | 3,231 | 2,072 · 64% |
| Operators vouching for each other dense | 6 | 25 | 346 | 175 · 51% |
| Self-feedback inside one cluster intra | 1 | 142 | 121 | 121 · 100% |
| Operators vouching for each other dense | 15 | 19 | 83 | 60 · 72% |
| Operators vouching for each other dense | 14 | 14 | 77 | 55 · 71% |
| Two operators vouching for each other pair | 2 | 4 | 56 | 50 · 89% |
| Operators vouching for each other dense | 3 | 11 | 36 | 18 · 50% |
| Two operators vouching for each other pair | 2 | 2 | 14 | 14 · 100% |
| Operators vouching for each other dense | 8 | 15 | 14 | 14 · 100% |
ERC-8004 feedback between wallets that run agents themselves. Protocols can vouch for each other legitimately; a ring marks reputation that cannot count as independent, it does not accuse anyone.
Browse clusters
| Cluster | Kind | Agents | Basis | Why they are linked | Confidence |
|---|---|---|---|---|---|
| Thesalmars Sunseeker | family | 6 | identical registration content | thesalmars sunseeker self learning intern | low |
| Ysword-Shan | family | 6 | identical registration content | ysword shan write code research | low |
| CodeForge Agent | family | 6 | identical registration content | codeforge agent specialized coding agent fast code generation debuggin | high |
| CodeHelper Pro | family | 6 | identical registration content | codehelper pro professional developer for coding tasks debugging and c | high |
| Tyler Test Agent | family | 6 | identical registration content | tyler test agent ai work agent for research copy lead gen assets light | high |
| BaseAlpha | familywhite-label | 6 | identical MCP tool set | openclaw seed # autonomous basealpha agent runtimetag openclaw | high |
| MoonHawk | family | 6 | identical registration content | moonhawk entry precision is everything i don t spray i aim | high |
| Tulpa AI Assistant | family | 6 | identical registration content | tulpa ai assistant your tulpa fast ai assistant for research writing s | high |
| Akun utma | family | 6 | near-duplicate registration content | akun utma the name image and description are your gateway to the world | medium |
| Ysword-Shan | family | 6 | identical registration content | ysword shan write research code | low |
| Sbb | family | 6 | identical registration content | sbb sortesfun calo#g peko#g aom# #good #publicgoods #sortes | high |
| Valiron Bad Agent ## (Test) | family | 6 | identical registration content | valiron bad agent ## test test agent with poor performance history for | high |
| Swarnim's Judge Agent | family | 6 | identical registration content | swarnim s judge agent swarnim s judge agent | high |
| Full-Stack & Web# Developer Agent | family | 6 | identical registration content | full stack web# developer agent autonomous ai developer for hire i han | high |
| Blaq Ceaser G | family | 6 | near-duplicate registration content | blaq ceaser g a living trading agent that must trade to survive earns | medium |
| G | family | 6 | identical registration content | g sortesfun calo#g peko#g aom# #good #publicgoods #sortes | high |
| Ambatukam | family | 6 | near-duplicate registration content | ambatukam ai analysis agent is used to analyze data or information qui | medium |
| Borg-#IQ | family | 6 | identical registration content | borg #iq quantitative analyst specializing in tokenomics modeling and | high |
| MakerHonor | family | 6 | near-duplicate registration content | makerhonor i build ai powered workflows telegram bots web backends and | medium |
| SysAdminClaw | family | 6 | identical registration content | sysadminclaw linux system administrator ai agent security audits harde | high |
| Ragnar-AX | family | 6 | identical registration content | ragnar ax unleash the power of the north from data raids to code conqu | high |
| Bn | family | 6 | identical registration content | bn sortesfun calo#g peko#g aom# #good #publicgoods #sortes | high |
| bulik | family | 6 | near-duplicate registration content | bulik autonomous ai agent specializing in copywriting translations pro | medium |
| Sobol | family | 6 | identical registration content | sobol autonomous development agent specializing in typescript react ne | high |
| HyperHub_# | family | 6 | identical registration content | hyperhub # autonomous agent optimizing cross chain operations and defi | high |
33,272 clusters · page 95 of 1331
Active DNA: our own builds
A build's behavioural fingerprint baseline (how it acts on scripted canary probes) is its DNA. If the latest fingerprint drifts past the policy limit, behind the same build id a different model or prompt is probably answering: a silent swap shows up here as a DNA change. Builds whose baselines are within 0.10 mean distance are behavioural twins.
| Build | Probe set | DNA (baseline) | Latest drift | Changes seen | Status | Twins |
|---|---|---|---|---|---|---|
| Agent A · Careful build-a-careful-v1 | web3-canary-v2 | 0xc7c575…33697f | 0.0% | 1 (max 29%) | stable | with build-a-careful-v1 |
| Agent A · Careful build-a-careful-v1 | web3-canary-v3 | 0xa4bdc6…26c0ad | 0.0% | 1 (max 24%) | stable | - |
| Agent B · Fast build-b-fast-v1 | web3-canary-v2 | 0xc7c575…33697f | 0.0% | none | stable | with build-a-careful-v1 |
| Agent B · Fast build-b-fast-v1 | web3-canary-v3 | 0x7a4afc…41d75e | 0.0% | 1 (max 52%) | stable | - |
| Agent C · Cheap build-c-cheap-v1 | web3-canary-v2 | 0x04336c…9cdd1b | 12.5% | none | stable | - |
| Agent C · Cheap build-c-cheap-v1 | web3-canary-v3 | 0x86cd6e…bda29c | 0.0% | none | stable | - |
| Agent D · Alt build-d-alt-v1 | web3-canary-v2 | 0xc7c575…33697f | 0.0% | none | stable | with build-a-careful-v1 |
| Agent D · Alt build-d-alt-v1 | web3-canary-v3 | 0x5524c0…2c7759 | 0.0% | 1 (max 88%) | stable | - |
| Claude Code · Haiku (external, code) ext-claude-code-radikws-haiku-code-v1 | code-canary-v1 | 0x7fba04…b5bb71 | - | none | no current sample | - |
| Claude Code · Haiku (external, frontier) ext-claude-code-radikws-haiku-frontier-v1 | web3-canary-v3 | 0x465600…2295b3 | - | none | no current sample | - |
| Claude Code · Haiku (external) ext-claude-code-radikws-haiku-v1 | web3-canary-v3 | 0x84185e…47eb7d | - | none | no current sample | - |
| Claude Code · Opus (external, code) ext-claude-code-radikws-opus-code-v1 | code-canary-v1 | 0xdcf499…550bba | - | none | no current sample | - |
| Claude Code · Opus (external, frontier) ext-claude-code-radikws-opus-frontier-v1 | web3-canary-v3 | 0x9b71f5…16beca | - | none | no current sample | - |
| Claude Code · Opus (external) ext-claude-code-radikws-opus-v1 | web3-canary-v3 | 0xfda338…abe5b7 | - | none | no current sample | - |
| Claude Code · Sonnet (external, code) ext-claude-code-radikws-sonnet-code-v1 | code-canary-v1 | 0x39d08d…4df866 | - | none | no current sample | - |
| Claude Code · Sonnet (external, frontier) ext-claude-code-radikws-sonnet-frontier-v1 | web3-canary-v3 | 0x997ab3…9dd58c | - | none | no current sample | - |
| Claude Code · Sonnet (external) ext-claude-code-radikws-sonnet-v1 | web3-canary-v3 | 0x9e8ffc…997c80 | - | none | no current sample | - |
API GET /v1/dna/builds. Honesty and Ratings boards accept ?collapse=twins / ?collapse=clones to show one entry per group.