DEMOPhase 0 prototype. Stories, topics and numbers on this page are DEMO, made for visual review.
Top story · Agents
Step limits, per-tool permissions and versioned test sets: a practical checklist for teams moving past the prototype.
DEMO9 min read4 sources
Cost, latency and verifiable citations still favor retrieval.
DEMO6 min read
External content is data, never instructions.
DEMO7 min read
Portable adapters and tests with a fake provider.
DEMO5 min read
Minimal retention, purpose limits and deletion on request.
DEMO8 min read
Benchmark contamination and how to detect it.
DEMO6 min read
Latency, cost and privacy on the scale.
DEMO5 min read
Input validation, timeouts and step limits from the start.
DEMO12 min read
Checkpoints that prevent irreversible actions.
DEMO7 min read
Eureka42 Framework
Independent packages for models, tools, agents, workflows and RAG. No mandatory Cloudflare dependency.
In development. No package has been published to npm yet; the names below are provisional.
Community
Anyone with an account can ask and answer. There is automatic moderation plus human moderators, and top contributors earn badges.
