Signal Atlas

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Board Position

#2 · AI coding still leads, while agent products are starting to break out.

→ 0

llama_index is currently ranked #2 on the Momentum board. Prev #2. Active window: 24h.

Score97

Confidence78%

Surge+4%

Sourcesgithub

agentsapplication

Reading Flow

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Previous#1 autogen

A programming framework for agentic AI

Next#3 openai-agents-python

A lightweight, powerful framework for multi-agent workflows

Tool Detail

llama_index

Signal summary

llama_index appears on 3 boards right now, with the primary position at #2 on Momentum.

This signal is supported by GitHub, spanning 1 source directions.

The system has tracked this tool for 2 runs, first seen Apr 23, 23:04 and most recently updated Apr 24, 02:17.

Discovery assessment

Discovery originPrimary provider

1 sources contributed to the candidate judgement.

Candidate typeProduct candidate

Currently in the Ranked stage.

Quality score96

Higher scores usually indicate a real product rather than editorial or noisy content.

Manual ruleAutomatic

No manual rule is active, so the system judgement is still automatic.

Text looks more like product copy: agent, platformIncludes product-like sourcesFresh source-page cache hitSource copy looks product-like: agent, platform

Source page evidence+14

1 matched · 1 still fresh

Stability1 consecutive runs

watchlist 1 · ranked 1 · strong 1

Recent snapshotBest 97

Last seen Apr 23, 23:04

Why the system thinks so

Source page evidence: Fresh source-page cache hit

Why the system thinks so

Source page evidence: Source copy looks product-like: agent, platform

Board footprint

Momentum#2

→ 0

Prev #2

Score 97Confidence 78%Surge +4%

Newcomers#4

NEW

First time on the board

Score 97Confidence 78%Surge +4%

Durable Growth#2

Up for 5 straight days

Score 97Confidence 78%Surge +4%

Why it matters now

GitHub is showing a clear upward signal and is worth adding to the watchlist first.
Current category: Agent Tools. A good fit for the watchlist.
Current board score: 97. A useful starting point for the next round of real-data validation.

What could make it noisy

The signal still mainly comes from a single source, so more cross-validation is recommended.
This is still a short-window snapshot and lacks longer-term real history.

Source timeline

2026-04-23 23:04

GitHub Fallback Jump to evidence

Reused last successful momentum snapshot from 3h ago

Cached source page

Source page evidence

This panel aggregates source pages the system has already fetched and cached, so you can judge whether the tool points to a real product site, an editorial page, or just a seed domain.

1 pages

Cached pages1

Total number of fetched pages that are currently available to display.

Successful pages1

Pages fetched successfully with a readable title and summary.

Failed / stale0 / 0

Failed pages will be retried, and stale pages will be refreshed in later syncs.

Domains covered1

Broader domain overlap usually suggests the signal is not just isolated noise.

Status filter

Showing 1 / 1 pages

Sorted by fetch success, freshness, and summary richnessHigh value · 1

High-value hitLinked signalFetch successRecently fetched

GitHub - run-llama/llama_index: LlamaIndex is the leading document agent and OCR platform

LlamaIndex is the leading document agent and OCR platform - run-llama/llama_index

https://github.com/run-llama/llama_index

Apr 23, 23:04

FetchedGitHubgithub.comHTTP 200

Why it is prioritized

The fetch succeeded and the cache is still fresh, which makes this page a strong signal for judging whether the product is active and real.

This evidence is already linked to a raw signal record, so you can continue tracing the source from the signal detail page.

Linked signal Open source page