Pipeline teams

Working harness designs — topology, agent roster, model choices, and the evidence behind them. 11 teams match.

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Task kind

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🛟

Mira Support Desk

Mira Systems

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Illustrative

Bilingual support pod: frontline resolution plus localization.

updated 1mo ago

Pipeline2 agentsCrewAI

Frontline· GPT-4oLocalization· Gemini 2.0 Flash

customer-supporte-commerce

Agentless

UIUC / OpenAutoCoder

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Non-agentic 3-stage pipeline — 40.7% Lite / 50.8% Verified with Claude 3.5 Sonnet.

updated 1y ago

Pipeline3 agentsAgentless

LocalizationRepair· Claude 3.5 SonnetPatch Validation

software-delivery

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

📐

Aider Architect/Editor

Aider (Paul Gauthier)

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Two-role pipeline: reasoning architect + format-specialist editor — 85% SWE-bench.

updated 1y ago

Pipeline2 agentsAider

Architect· o1-previewEditor· o1-mini

software-delivery

Outcome85%

Economics[unknown] · deliberate

1 proof

☕

Amazon Q Developer — Code Transformation @ Amazon

Amazon / AWS

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Internal fleet-scale Java 8/11→17 upgrades — >4,500 dev-years saved, $260M.

updated 2y ago

Pipeline1 agentAmazon Q Developer

Transformation Agent

cloud-infrastructuree-commerce

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

💬

ChatDev Communicative Pipeline

Academic / Open-Source (ChatDev & MetaGPT)

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

5-role sequential pipeline — 22,949 tokens, 148s per software task.

updated 3y ago

Pipeline5 agentsChatDev

CEOCTOProgrammerReviewer+1 more

CrewAI Sequential Research Crew

CrewAI

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Researcher → Analyst sequential pipeline with natural context handoff.

updated 2y ago

Pipeline2 agentsCrewAI

ResearcherAnalyst

researchcontent

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🪞

Leni

Dupple

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Planner + executor pool + per-step verification — vendor-claimed 77.6% on GAIA.

updated 4mo ago

Pipeline3 agentsLeni (Dupple)

PlannerExecutor PoolPer-Step Verifier

consumer-ai

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🔗

LinkedIn SQL Bot

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

Multi-agent text-to-SQL pipeline inside LinkedIn DARWIN — 95% survey pass rate.

updated 1y ago

Pipeline6 agentsLangGraph

Intent RouterTable FilterTable RankerField Ranker+2 more

enterprise-ai

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🪐

MarsCode Agent

ByteDance SE Lab

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

#1 on SWE-bench Lite (39.33%, lab claim) — lineage continues as Trae Agent.

updated 1y ago

Pipeline5 agentsMarsCode Agent

PlannerReproducerFault LocalizerPatch Generator+1 more

software-delivery

Outcome[unknown]

Economics[unknown] · deliberate

1 proof

🏭

MetaGPT Software Dev Pipeline

Academic / Open-Source (ChatDev & MetaGPT)

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Curated

5-agent SOP-encoded pipeline — 124.3 tokens/LoC, executability 3.75/4.

updated 3y ago

Pipeline5 agentsMetaGPT

Product ManagerArchitectProject ManagerEngineer+1 more

software-delivery

Outcome85.9%

Economics[unknown] · deliberate

1 proof

📰

Nexus Content Pipeline

Nexus Content Co.

Self-ReportedAll claims are the subject's own. No external evidence is on record yet.Illustrative

Plan → Write → Edit content pipeline with brand-voice enforcement.

updated 2mo ago

Pipeline3 agentsLangGraph

Planner· Claude Sonnet 4.6Writer· Claude Sonnet 4.6Editor· Claude Sonnet 4.6