AI spend observability down to individual User ID's and routes

Aug 11, 2026 · 5:50 PM UTC ·1 min read · 0 reactions · 0 comments · 5 views

Kalaa tracks your OpenAI, Anthropic, and Gemini API spend in real time — broken down by model, route, and customer. Two lines of code, live in under a minute.

About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 4,500 of its stories.

All Hacker News (AI / LLM) coverage →

Original article

Kalaa

Read full at Kalaa →

Story provenance

Source · retrieval · rights · ranking — open for full record

inspect →

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	Kalaa
Canonical URL	https://kalaa.cc/
Publication time	Tue, 11 Aug 2026 17:50:42 +0000
Retrieval time	2026-08-11T17:55:45.452Z
Last seen	2026-08-11T17:55:45.452Z
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	None yet
Summary source text	contentText
Citation coverage	No WeSearch summary has been generated for this story yet.
Cluster	v5dab8aL-Bm1 · 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)

Publisher-declared

No publisher-confirmed rights record for this source yet.

Machine-readable

No source-specific machine-readable restriction detected beyond the public feed.

WeSearch interpretation

WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.

Unknown

Retrieval and training permissions are not asserted unless the publisher confirms them.

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.

Open original publisher → Source rights JSON → Machine-readable provenance → Rights framework → WESEARCH-STORY-PROVENANCE-V1

Opening excerpt (first ~120 words) tap to expand

Per-user spend tracking Attribute AI spend directly to individual user IDs so you can instantly identify who is driving your bill. Kalaa also automatically categorizes accounts into tiers — spotting Power Users, detecting Quiet accounts who stopped spending, and flagging sudden Spikes in real time.

Excerpt limited to ~120 words for fair-use compliance. The full article is at Kalaa.

Anonymous · no account needed

Discussion

0 comments