Active channel: 90 posts in the index in 30 days, reach ≈3.9% of the audience, losing 0.1% a week, cited by 2 venues in 30 days.
About the channel
Curated Python news, open-source projects, development tools, and articles.
What the channel writes about
- Developments in Python performance, including Rust integration and native compilation tools.
- Security concerns regarding supply chain risks in Python's binary packaging ecosystem.
- Best practices for Django web development, covering SEO optimization and version lifecycle tracking.
- Updates on high-performance inference frameworks and libraries for vision-language models.
- Discussions on the appropriate use of advanced Python language features to maintain code quality.
Description in Telegram
Human-curated Python news, projects, articles & tools.
https://pythonhub.dev/
Key numbers
2 651
subscribers
24 h±0
7 days±0
30 days+2
103
average post reach
3.9%
ER — reach to subscribers
similar-venue norm: 19.2% · 4.9× lower
90
posts in 30 days
≈ 3 a day
indexed through Nov 1
2
venues cited it in 30 days
7 all time
Catalog rank: #377 061 · #12 551 in category · #30 664 in language
Audience
Subscribers 2,651
history since 2026-10-03
2026-10-032026-11-07
07 days
+230 days
Audience checkhow we check
High trustof 100 · compared with 40,299 similar channels
⚠️Post reachusual for channels of 1–10K: 19.2 %3.9 %
✅Forwards per 1,000 viewsusually 5.216.8
✅Spread of post viewsusually 0.27; flat views are a sign of bought views0.33
✅Quoted in 30 daysvenues that forwarded posts2
✅Subscriber growthbetween fresh measurementsno jumps
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For the Telegram description
HTML for a website
Markdown — README and wikis
BBCode — forums
Activity
Average post reach by day
max 224 · indexed through Nov 1
2026-08-102026-11-07
Norm for similar channels: about 510 views per post (19.2 % of subscribers).
Posts per day
max 8 · indexed through Nov 1
2026-08-102026-11-07
When it posts (UTC, 90 days)
036912151821MoTuWeThFrSaSu
What it posts (90 days)
Posts
Top posts in 30 days
Rust for CPython (Python Language Summit 2026)
CPython developers are exploring a gradual introduction of Rust, starting with an optional Rust implementation of zlib in Python 3.16 before considering broader use in area206 views · 3 forwards · 2026-10-16 16:15 UTCHow to Build AI Agents in Python - 3 Ways
This video compares three Python frameworks for building more capable AI agents that can navigate codebases, edit files, and run commands: CrewAI, the OpenAI Agents SDK, and Lan144 views · 2 forwards · 2026-10-03 16:15 UTCPython Hub Weekly Digest for 2026-10-04
https://pythonhub.dev/digest/2026-10-04/125 views · 2 forwards · 2026-10-04 12:15 UTCBuilding a lift scheduling algorithm in Python
The post demonstrates how to implement a multi-elevator scheduling algorithm in Python using the LOOK algorithm to prevent out-of-order directional stops. It further explor118 views · 1 forward · 2026-10-21 18:15 UTCpython-date-parser
A Rust-backed Python library for fast fuzzy parsing of heterogeneous date strings, with bulk-list and Polars APIs that avoid Python-level iteration and can outperform pure-Python alternatives by order115 views · 1 forward · 2026-10-24 22:15 UTC
Show 3 more
Python vs Go: A Practical Comparison for Developers Python offers a huge ecosystem, especially for AI, data, and scripting, while Go trades some flexibility for faster execution, simpler deployment, and built-in concurr114 views · 3 forwards · 2026-10-26 10:15 UTCLifeguard Lifeguard is a static analyzer to detect Lazy Imports incompatibilities and ease the adoption overhead for Lazy Imports in Python. https://github.com/Facebook/lifeguard111 views · 1 forward · 2026-10-24 16:15 UTCSpeculative Decoding: The Art of Guessing Well Speculative decoding lets smaller models guess several tokens ahead while the larger model verifies them in parallel, reducing LLM inference latency without changing the fi110 views · 1 forward · 2026-10-25 10:15 UTCLatest posts
SQLBuild SQL transformation framework with custom compile-time checks, end-to-end testing and safe renames that keep your table history. https://github.com/chio-labs/sqlbuildPython Hub Weekly Digest for 2026-11-01 https://pythonhub.dev/digest/2026-11-01/Introducing TorchTPU TorchTPU is an open source collaboration between Google and Meta that introduces a native and principled PyTorch backend for Google TPUs. It enables seamless out-of-the-box model execution and TPU migration while delive…Introducing TorchNeuron: Native PyTorch backend for AWS Trainium PyTorch and AWS introduce TorchNeuron, an open-source backend that lets developers run PyTorch models natively on AWS Trainium2 and Trainium3 accelerators with minimal code ch…Decoding base64 in Python at 10 gigabytes per second Daniel Lemire introduces fastpybase64, a Python library built on SIMD-accelerated simdutf that provides a drop-in alternative to Python's standard base64 module. In single-threaded benchm…Write Python, Run native, All in Python. PCC compiles Python and C source into native programs. This compiler and runtime aims to preserve Python's syntax and behavior without libpython, with self-hosting。 https://github.com/allstoalls/pccAll posts →Connections with other venues
Cited by
Autonomy Tribe6 forwards · 63 subscribersPython Backend Fellow6 forwards · 1,287 membersPython Talk3 forwards · 58 membersBelov Community2 forwards · 334 membersIrPython2 forwards · 1,759 membersSabrina Wallace & PSInEnergist: Biofield PSI. Action & Investigation.2 forwards · 2,312 membersPython Ментор2 forwards · 3,435 members
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catalog data as of 2026-11-06 04:25 UTC · Updated: 2026-11-02 11:36 UTC · How we count →