Show HN: Descles, response level LLM message control with HITL approval flows
AGENT CONTROL PLANE · TECHNICAL PREVIEWYour agents move fast.Keep your team in control.Plug your existing agents into Descles. See who called what, enforce budgets, and deny or hold model-proposed tool calls for approval. Start with model traffic; add runtime integration for mediated execution.
- ▪AGENT CONTROL PLANE · TECHNICAL PREVIEWYour agents move fast.Keep your team in control.Plug your existing agents into Descles.
- ▪See who called what, enforce budgets, and deny or hold model-proposed tool calls for approval.
- ▪Start with model traffic; add runtime integration for mediated execution.
Hacker News (AI / LLM) files mainly under ai. We currently carry 4,756 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
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 | Descles |
| Canonical URL | https://www.descles.com/ |
| Publication time | Mon, 14 Sep 2026 07:21:14 +0000 |
| Retrieval time | 2026-09-14T07:31:51.683Z |
| Last seen | 2026-09-14T07:31:51.683Z |
| 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 | 9kNZRObReyPA · 1 stories |
| 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
AGENT CONTROL PLANE · TECHNICAL PREVIEWYour agents move fast.Keep your team in control.Plug your existing agents into Descles. See who called what, enforce budgets, and deny or hold model-proposed tool calls for approval. Your agents. Your providers. One team console.Try 1,000 governed requests free Try an approval Plug in by endpoint Keep your provider No model markup EXAMPLE / GOVERNED REQUESTPOLICY IN STREAMmaya@acmeperson groupcoding-agentscoped tokenREQUEST ENTERS DESCLESPolicy decisionREQUIRE APPROVALterminal → kubectl delete pod checkout-apiBudget checked · actor bound · trace openedModel I/OrouteTool I/OpauseResource I/OscopeTool call removed; approval apr_0042 openedSSEPLUGS INTO THE STACK YOU ALREADY RUNOpenAI SDKAnthropic SDKClaude CodeHermesCustom agentsMCP…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Descles.
Discussion
0 commentsMore from Descles
![Would you like to be a helpful idiot to our AI overlords? [video]](/img-proxy?url=https%3A%2F%2Fi.ytimg.com%2Fvi%2FCZB7wlYbknM%2Fmaxresdefault.jpg&w=320)
