Show HN: Hydra, a local-first trust control plane that routes AI by confidence
Hydra vs the gatewaysonly one is local-first + trust + ledger Others route your traffic. Cost routing and fallback are table stakes — most tools have them. The differentiators are the rows nobody else can check: local-first, confidence/trust routing, and an on-device accountability ledger.
- ▪Hydra vs the gatewaysonly one is local-first + trust + ledger Others route your traffic.
- ▪Cost routing and fallback are table stakes — most tools have them.
- ▪The differentiators are the rows nobody else can check: local-first, confidence/trust routing, and an on-device accountability ledger.
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Story provenance
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Uvansa |
| Canonical URL | https://hydra.uvansa.com/ |
| Publication time | Sun, 26 Jul 2026 05:38:56 +0000 |
| Retrieval time | 2026-07-26T05:42:49.231Z |
| Last seen | 2026-07-26T05:42:49.231Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | YCC4yNH6-xdH |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Hydra vs the gatewaysonly one is local-first + trust + ledger Others route your traffic. Hydra routes on your metal. Cost routing and fallback are table stakes — most tools have them. The differentiators are the rows nobody else can check: local-first, confidence/trust routing, and an on-device accountability ledger. Capability Hydra OpenRouter LiteLLM Portkey Local-first discovery & routing✓——— Provider-neutral — routes away from expensive heads✓partialpartialpartial Automatic fallback chains✓✓✓✓ Spend logging & cost reporting✓✓✓✓ Confidence / trust routing (calibrated + optimal-stopping)✓——— On-device accountability ledger (PII / local-only policy)✓——— Runs fully offline (0 network to route)✓——— The interactive agent-tree cockpit is the one roadmap item here — every row checked above…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Uvansa.
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