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Channel

熊貓隨口說

@pdzeng_talk

On this record: Growth · Engagement · Reactions · Posts · Citations · Cite this entry

161subscribers

+2 since we began measuring on 7 August 2026

Risers and fallers across the register · movement among entries of Under 1,000.

Register entry

Telegram ID-1001176053097
TypeChannel
Username@pdzeng_talk
CreatedBetween 1 March 2018 and 31 July 2021 — estimated from Telegram’s id allocation, not measured. How this range is calculated.
First recorded8 August 2026
Last confirmed live15 September 2026
Measurements held4
Confirmed unchanged1 time, most recently 15 September 2026
On Telegramt.me/pdzeng_talk

Growth

1591611607 August 2026 — 159 subscribers8 August 2026 — 159 subscribers8 September 2026 — 160 subscribers15 September 2026 — 161 subscribers7 August 202615 September 2026
4 measurements spanning 38 days, net +2. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 159–161 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)SubscribersChange
15 Sept 2026, 04:56161+1
8 Sept 2026, 09:55160+1
8 Aug 2026, 17:31159no change
7 Aug 2026, 18:06159first reading

Engagement

20 posts held, back to 6 August 2026the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 page of Telegram’s post history, 20 posts per page.

Nothing published in the last 30 days. ERR and ER are rolling 30-day measures, so there is nothing to compute — we hold 20 posts for this entry, the most recent from 8 August 2026. An engagement rate over an empty window would be a number about nothing.

Reaction mix

2 reactions across 2 posts, in 2 distinct kinds. The most used accounts for 50.0% of them.

Every reaction kind recorded on the sample, most used first
ReactionCountShareShare, drawn
150.0%
👍150.0%

No sentiment is inferred, and none should be read in. This table is ordered by count and by nothing else. Emoji do not carry stable meaning across languages or communities — 🙏 is thanks in one channel and mourning in another — so we publish which ones were pressed and how often, and pass no judgement on what an audience meant by them.

Precision. Telegram publishes reaction counts per emoji and short-forms each one — 4.34K, 1.2M — so any single kind at or above 1,000 reaches us at three significant figures, and only counts below 1,000 are exact. The shares above are ratios of those figures and carry the same error. This is also why the total here can differ slightly from a reaction total printed elsewhere on the page: both are sums of the same rounded parts, taken over samples with different edges.

Coverage. Reactions were read on 2 of the 20 sampled posts in this sample. Summed by Telegram’s own count on each post — not by adding up the per-emoji breakdown above — those same posts carry 2 reactions in total: the kind of figure the paragraph above means by “a reaction total printed elsewhere on the page”.

Measured over the 20 most recent posts we hold, published 6 August 2026 to 8 August 2026, using the newest reading held for each. Telegram Stars are excluded: they are a payment, not a reaction, and they have their own section.

Recent posts

8 Aug 2026, 12:45 UTC10 viewsread 8 August 2026

PrimeIntellect-ai/prime-agent 🔗 https://github.com/PrimeIntellect-ai/prime-agent #github

Signed n8n

8 Aug 2026, 12:45 UTC8 viewsread 8 August 2026

vercel/vercel 🔗 https://github.com/vercel/vercel #github

Signed n8n

8 Aug 2026, 12:45 UTC9 viewsread 8 August 2026

andyrewlee/awesome-agent-orchestrators 🔗 https://github.com/andyrewlee/awesome-agent-orchestrators #github

Signed n8n

8 Aug 2026, 09:16 UTC10 viewsread 8 August 2026

herdrdev/herdr 🔗 https://github.com/herdrdev/herdr #github

Signed n8n

8 Aug 2026, 02:05 UTC16 views1 reactionsread 8 August 2026

Herdr 推出之後,Claude 首先做出來了,後續可能優勢會變更小了畢竟他只是個終端機,但是他可能會變成一個標準之類的 😂 也具備重大意義 目前終端機/ADE - 以美觀來說,Kaku 是最滿足我的 - 以實用性/功能性來說,Orca 是最好用的,雖然在跨 ssh 工作的卡頓感還是有(不確定是網路問題還是什麼,時好時壞) https://herdr.dev

1

Signed Panda

8 Aug 2026, 02:04 UTC16 viewsread 8 August 2026

https://www.kaggle.com/competitions/pokemon-tcg-ai-battle

Signed Panda

7 Aug 2026, 06:26 UTC21 viewsread 8 August 2026

▶️ 寫出好維護的程式碼 - 如何簡化程式碼的控制流? #youtube https://www.youtube.com/watch?v=Efpmd6VeoTo

Signed n8n

7 Aug 2026, 05:13 UTC20 viewsread 8 August 2026

KKarsyline/Collar_watch 🔗 https://github.com/KKarsyline/Collar_watch #github

Signed n8n

7 Aug 2026, 02:18 UTC20 viewsread 8 August 2026

hardness1020/awesome-agent-architecture 🔗 https://github.com/hardness1020/awesome-agent-architecture #github

Signed n8n

7 Aug 2026, 02:13 UTC19 viewsread 8 August 2026

firecrawl/anydoc 🔗 https://github.com/firecrawl/anydoc #github

Signed n8n

7 Aug 2026, 01:33 UTC16 viewsread 8 August 2026

https://www.youtube.com/playlist?list=PLdVzZVi4317UEY93YByymCUD_H8nuScLw

Signed Panda

Showing the 12 most recent of 20 posts we hold for @pdzeng_talk. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.

Forward network

Republished by

Channels on the register that have forwarded this channel's posts into their own feed.

Republishes

Channels on the register whose posts this channel has forwarded.

Built only from forwarded posts we have actually read, on both sides. Coverage is early and deliberately incomplete: a missing link means we have not read the post that would prove it, never that the relationship does not exist. Counts are distinct forwarded posts observed, so they only ever go up as we read more.

Cite this entry

A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 15 September 2026 — this entry's latest reading, not the date you are reading this.

“熊貓隨口說” (@pdzeng_talk), 161 subscribers as measured 15 September 2026. Telegram Register, tgregister.com/channel/pdzeng_talk.

Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.