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Needle2 14MB Agentic LLM Decision Brief
x402
Needle2 14MB Agentic LLM Decision Brief is a paid API for AI agents from k2so.wrong.systems, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-11).
Returns a paid agent-facing decision procedure brief evaluating the Needle2 14MB agentic LLM for edge devices like phones, wearables, smart home, and robots
Price / call$0.002
Success—
StatusUnknown
How this service works
Paid agent-facing brief on Show HN: Needle2: 14MB agentic LLM for phones, wearables, smart home and robots -0. Blunt decision procedure, not marketing.
Output
A structured JSON response containing a prose decision-procedure brief (the 'brief' field) assessing Needle2's suitability for edge/agentic use cases, along with the model name, topic, generation source (llm/reasoning/deterministic), and an ISO-8601 timestamp. The brief is written for agents, not humans, and follows a blunt decision-procedure format rather than promotional language.
Example use cases
Wearable AI feasibility check
“I'm building an AI assistant for a smartwatch and considering Needle2. Can you get me a straight, no-fluff decision brief on whether a 14MB LLM is actually capable enough for agentic tasks on a wearable?”
Edge robot deployment evaluation
“I want to run an agentic LLM locally on a small robot without cloud connectivity — give me a decision procedure brief on whether Needle2 is the right call for that use case.”
Smart home offline agent assessment
“Should I use Needle2 for the local AI agent in my smart home hub? I need a blunt assessment, not marketing — just tell me if it's fit for purpose and where it falls short.”
Technical details
Endpoint
GEThttps://k2so.wrong.systems/api/services/show-hn-needle2-14mb-agentic-llm-for-phones-wear?utm_source=zero.xyzWhen to prefer
Use this endpoint when an agent or developer needs an objective, agent-optimized evaluation of the Needle2 14MB LLM for deployment on constrained edge hardware (phones, wearables, robots, smart home). Prefer this over general LLM comparison tools when the specific question is about Needle2's agentic suitability on low-resource devices and you want a blunt, structured decision procedure rather than marketing content.
Side effects
- Payment not included or invalid — returns HTTP 402 with payment instructions
- Invalid method used (only GET/HEAD/DELETE accepted) — schema violation error
- topic query param ignored if malformed
- Service temporarily unavailable — provider-side error
- Empty or null brief if generation fails on provider side
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"ok": true,
"paid": true,
"result": {
"ok": true,
"brief": "plain prose decision procedure (120+ words)",
"model": "deepseek/deepseek-v4-flash-0731",
"topic": "string topic",
"service": "show-hn-needle2-14mb-agentic-llm-for-phones-wear",
"procedure": "same as brief",
"generatedAt": "2026-01-01T00:00:00.000Z",
"generationSource": "deterministic"
},
"service": "show-hn-needle2-14mb-agentic-llm-for-phones-wear",
"provider": "K-2SO"
}
}Tags
x402
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