Field notes & implementation guides
Practical guides, implementation references and research from the DamageBDD stack. Start with a use case, then inspect the source and its validation scope.
Start with the platform map, vision or solutions by outcome. Read the stack adoption guide for a practical first evaluation. For implementation and validation status, use the component map. Search above to find a page by title, summary or document path.
For an executable starting point, read the Python quickstart for humans, bots and LLM agents: keypairs, authentication, Lightning or Coinstore funding, and test reports.
Choose a customer problem
Explore Start With the Problem. Keep the Evidence. for new evaluation guides on software acceptance, private knowledge, release identity, Nostr infrastructure, Lightning-funded jobs and a local operations workbench. Each guide identifies a first demonstration and its evidence limits.
Browse the curated reading guide
New: LLM evaluation for real business requirements
Developer preview — 18 October 2026. Turn reviewed datasets and business requirements into repeatable model evaluations. Inspect failures, compare reference-assisted and unassisted runs, and make acceptance an executable DamageBDD release gate. The article covers the dashboard, node and account controls, human review, paper replay and the limits of unsigned receipts.
ECAI + DamageBDD: LLM Evaluation for Real Business Requirements
Start here
Execution, acceptance and releases
Knowledge, search and repair
- Engineering memory
- Managed indexing jobs
- Wikipedia collections
- Search and record proofs
- Private retrieval and controlled model access
- Typed relation processing
- Incident learning and candidate repairs
- Knowledge releases and NFT integration limits
- Private support evaluation
- Versioned corpus evaluation
- Incident-to-review workflow
- Dated integration review: 7 October 2026
Signed services, media and local operations
- Nostr identity and event interfaces
- nsecbunker policy and historical acceptance evidence
- Relay delivery and reply correlation
- Nosternity retention and recovery
- Blossom supporting files
- Video Fastpath: separate pilot and local-test scope
- erm voice, media and desktop
- Signing-policy evaluation
- Nostr search evaluation
- Media evidence evaluation
- Local operations evaluation
Payments and execution credits
- Payment flows and custody boundaries
- DAMAGE utility, units and supply policy
- Execution estimates and payment quotes
- Why execution credits?
- Payments and accepted work
- Paid verification evaluation
- Multi-country tax workpapers for node operators
- ECAI DAMAGE Market Maker: paper trading and node operation
- Conditional jobs and swap FAQ
- Compare payment and acceptance arrangements
- Illustrative payment-linked acceptance
Background and research
The whitepaper describes the platform direction. Research, older PDFs and illustrative essays are not current release acceptance evidence. Read their stated scope and the ECAI research index.