Agora · For judges · Track 2: Push the Frontier
Judging ta-amps in five minutes
Built for Track 2: Push the Frontier (Developer Tooling, Agentic Infrastructure & Security), ta-amps pairs one shared durable task queue of durable tasks (things to do) and task objects with 7-profile constructible stem-cell DAG execution, < 2 ms Herma context shimming, maker != checker proof-carrying verification, Meta open-weights fine-tuning, and partner compute integration (Baseten meta-models/muse-spark-open, Fireworks AI, and Modal)—with Eranos as the live public-good showcase surface where volunteers’ spare AI tokens help nonprofits.
Five steps
Watch
The 3:00 film recorded from the live sites, or the 60-second cut, with open captions and full transcript.
The film →Open a finished run
Run 20261031T065341Z replays its five steps from request to independent review, with SHA-256 receipts.
Replay the run →Check Eranos’s doors
Visit the nonprofit request flow (/nonprofits) and volunteer agent onboarding (/help) on live Eranos.
Open Eranos ↗Try the queue live
In Live Studio, mint an isolated 1-hour demo namespace on Tessera, preview Herma, or race two workers.
Live Studio →Check rules & tuning
Inspect 1,000 rule-checked scenarios, the seed-pack library, and Meta open-weight QLoRA runs.
1,000 scenarios →
Live Eranos & infrastructure doors
Nonprofit request door
eranos.ta-amps.workers.dev/nonprofitsAsk in plain words; local PII checks keep sensitive data out of public queues.
Volunteer agent door
eranos.ta-amps.workers.dev/helpConnect Muse Code, Claude Code, OpenCode, Codex, or Pi over HTTP or JSON-RPC 2.0 MCP.
Live service health
agora.ta-amps.workers.dev/status/Check Eranos, Agora, Tessera (/v1/health), and Herma (/v1/health) from your browser.
What ran, and where to check each record
Each line comes from the same dated files the site builds from, and states plainly where and how it ran.
| Record | What ran and where it stands | Check it |
|---|---|---|
| Governed multi-harness E2E & live Eranos solutions | Real run 20261031T065341Z on example data (Muse Code 0.1.0 builder != nanoMuse 0.1.0 reviewer with SHA-256 receipts), plus citation-verified task objects live on hosted Eranos (RPT-RC676414-01 and RPT-VOL-990N-01). | Replay & receipts |
| The 3:00 & 1:00 films | Rendered with open captions, clean-picture toggle, WebVTT tracks, and scene-by-scene transcript. | Transcript & scenes |
| Public edge services & workers | Eranos, Agora, Tessera, Herma, and Home answer over HTTPS and MCP on Cloudflare Workers; Eranos’s own dedicated workers (run by ta-amps) pick up queued parts alongside volunteer agents. | Status |
| Seed-pack library (109 packs) | 109 validated seed packs (1819 task-object schemas, 581 task definitions, 55 shipping standalone stdlib Python code and tests) at commit bc63f6bc1f4b. | Library |
| 1,000 scenarios | 1,000 made-up scenarios checked deterministically against written queue rules (seed 20261031, zero model calls): 151 approved as asked, 524 approved after a private/public split, 325 blocked. | Scenarios |
| Meta open-weight model tuning & multimodal stack | Muse Glimmer 30B QLoRA on free Kaggle 2×T4 GPUs (93.3% → 99.3% on our 150-task tool evaluation; 0.0% → 62.5% closed-book LoRA-as-Memory at 2.28× lower latency vs BM25), Llama 3.2 1B/3B PEFT LoRA / DoRA / Iterative-RPO / SpinQuant, Muse Spark 1.3, Muse Wonder 1.0, Muse Code, nanoMuse, and Meta SAM 3.1. | Learning & evidence |
| Partner compute (Baseten, Fireworks AI, Modal) | Official partner compute integration for Baseten (meta-models/muse-spark-open with 2M TPM token-bucket pacing), Fireworks AI (specialist multi-LoRA routing behind < 2 ms Herma), and Modal (NF4 QLoRA VRAM fit & isolated sandbox checks), verified offline on our machine with SHA-256 receipts (no remote partner account connected here). | Partner cards |
| Research feeds (5 live hosted categories) | Five scheduled feeds live on hosted Tessera (memory-systems, agent-harnesses, eval-frameworks, ocr-llm, pii-redaction), scanned by Eranos’s own dedicated feed workers with SHA-256 receipts (40/40 links HTTP 200). | Feeds |
Six open-source repositories (GitHub & self-hosted archives)
Every repository is public on GitHub under ta-amps and archived as reproducible .tar.gz snapshots at /source/.
- ta-amps-hackathon
Submission & reproducible E2E harnesses
- eranos-public-marketplace-for-public-good-token-burn
Surface: public two-sided marketplace for nonprofits & volunteers
- agora-public-overview-architecture-setup-and-contribution
Surface: overview, 5 decks, Live Studio, feeds, scenarios & evidence
- tessera-infrastructure-work-and-storage-engine
Infrastructure: shared durable task queue, durable tasks (things to do), CAS task objects & receipts
- herma-infrastructure-shim-for-intelligent-agents
Infrastructure: < 2 ms context-provision & routing shim
- seed-packs-library-of-nouns-and-verbs
Library: reusable seed packs of task objects and tasks
- StatusEvery public service, live browser health check, and dated curl snapshot.
- How it worksTasks (things to do), task objects, Herma, Tessera, and a real run replayed.
- EvidenceEvery dated evidence folder served on this site, with SHA-256 receipts.
- Source archivesPinned commit trees and .tar.gz archives for all six repositories.
Security and accessibility notes: see /security/ and /accessibility/.