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uba-ki-lab/coding-agent-usage-simulation

opencode:7674

Simulation of Coding Agents; Keywords: uba, umweltbundesamt, ki-lab, NLP, LLM, Energiemessung

Entity type · RepositoryPublic dossier · indexable21 Jul 2026, 08:42

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality

8direct evidenced connections

8exact-identifier edges

9referenced source snapshots

5published attributes

ONE-HOP EVIDENCE

Every direct connection and its proof

The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:0fac6adbe0fc5c90cdac501c

Relationshipdeclares_dependency

Software packageLMCache

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No additional excerpt published.

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Exact identifieredge:416ec8a3c4d68490416e3899

Relationshipdeclares_dependency

Software packageTransformers

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Exact identifieredge:5e39e28727a31633ffe0db2b

Relationshipdeclares_dependency

Software packageHugging Face Datasets

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:991e8387932f66566c70ee36

Relationshipdeclares_dependency

Software packagetiktoken

repository_commit_manifest_package_identity

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Exact identifieredge:adef0d2f5578fba2694feaf1

Relationshipdeclares_dependency

Software packageHugging Face Tokenizers

repository_commit_manifest_package_identity

No additional excerpt published.

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Exact identifieredge:cb55a4069fd2aef5ab56ae2c

Relationshipdeclares_dependency

Software packagePyTorch

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Exact identifieredge:d68f9bf884b3c1120f69d621

Relationshipdeclares_dependency

Software packagevLLM

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No additional excerpt published.

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Exact identifieredge:dc1f2c56c254f0c63656a4ba

Relationshipdeclares_dependency

Software packageOpenAI SDK

repository_commit_manifest_package_identity

No additional excerpt published.

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PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Ai Package Count: 8
Commit Sha: fe8ab81af4926a34c6cf1f3a807ffeda2b398f32
Last Activity At: 2025-10-30T09:26:36.741Z
Path With Namespace: uba-ki-lab/coding-agent-usage-simulation
Tree Complete: true

PROVENANCE

Inspect the source snapshots

A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.

01

german-public-sector-ai-code-radaropencode:7674 · opencode_project_id_and_commit

02

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:lmcache · repository_commit_manifest_package_identity

03

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:transformers · repository_commit_manifest_package_identity

04

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:datasets · repository_commit_manifest_package_identity

05

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:tiktoken · repository_commit_manifest_package_identity

06

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:tokenizers · repository_commit_manifest_package_identity

07

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:torch · repository_commit_manifest_package_identity

08

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:vllm · repository_commit_manifest_package_identity

09

german-public-sector-ai-dependency-atlasopencode:7674@fe8ab81af4926a34c6cf1f3a807ffeda2b398f32:pypi:openai · repository_commit_manifest_package_identity

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IndexPublic AI outcome ledgerFollow public AI funding from projects and organizations to reported outputs and citations. Every connection retains its evidence; patents and procurement appear only with exact identifier bridges.Provenance checkPublic-sector AI system passportSee which public records can be linked to each published government AI system through stable identifiers or exact source-declared repository URLs—with a source for every edge and visible evidence boundaries.IndexPublic AI actorsSearch organizations across funding, research, procurement, influence and infrastructure. Every role stays tied to its source; matching names are queued for review only.