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Show HN: A Python time and space complexity reference

https://pythoncomplexity.com/
1•heikkitoivonen•1h ago
Hi HN, I built this while doing a lot of LeetCode-style Python problems.

I ran into a case where I used a Python stdlib class but couldn’t confidently state its time or space complexity. The official docs didn’t mention it. When I asked in Python discussion forums whether complexity should be documented, the response was mixed.

I originally assumed a comprehensive reference would take too much manual effort, but realized that coding agents could help bootstrap it by extracting and summarizing information from the documentation and CPython source code.

To reduce errors, I had multiple agents (using different models) independently check the same sections and compare their results. The project is open source, so the idea is that remaining inaccuracies can be corrected over time.

I’d appreciate feedback on missing cases, incorrect assumptions, or whether this is useful in real Python work.

https://pythoncomplexity.com/

Four theories about the SpaceX – xAI merger

https://garymarcus.substack.com/p/four-theories-about-the-spacex-xai
2•headalgorithm•1m ago•0 comments

Bruce Schneier: AI and the scaling of betrayal

https://www.schneier.com/blog/archives/2023/12/ai-and-trust.html
2•insuranceguru•1m ago•0 comments

Pornhub shuts off access to new UK users, citing age verification constraints

https://www.cnn.com/2026/02/02/uk/uk-pornography-restricted-access-intl
1•Bender•1m ago•0 comments

BYD's next-gen megawatt charger leaks: 1,500 kW vs. 1k kW first gen

https://carnewschina.com/2026/02/02/byds-next-gen-megawatt-charger-leaks-1500-kw-power-1500-a-cur...
1•jampa•2m ago•0 comments

In Under 500 Words, a Judge Weaponized Wit to Free the Child Detained by ICE

https://www.nytimes.com/interactive/2026/02/03/books/judge-ruling-liam-conejo-ramos-analysis.html
1•petethomas•2m ago•0 comments

Postgres managed by ClickHouse

https://clickhouse.com/cloud/postgres
2•tosh•3m ago•0 comments

Life without good internet is boring

https://blog.usmanity.com/posts/life-without-good-internet-is-boring
1•speckx•3m ago•0 comments

Where the Work Goes When Agents Arrive

https://dreamiurg.net/2026/02/02/where-the-work-goes-when-agents-arrive.html
1•dreamiurg•3m ago•1 comments

Mad Rust: The JVM Developer's Journey. Kotlin/Java Developer's Road to Valhalla

https://sobolev.substack.com/p/mad-rust-escape-from-the-jvm-citadel
1•alexsobolev•4m ago•0 comments

Show HN: Tenuo – Capability-Based Authorization (Macaroons for AI Agents)

2•niyikiza•5m ago•0 comments

Show HN: Real-world speedrun timer that auto-ticks via vision on smart glasses

https://github.com/RealComputer/GlassKit/tree/main/examples/rokid-rfdetr
2•tash_2s•5m ago•1 comments

My deep thoughts and considered opinions on AI

https://skryblans.com/my-very-deep-thoughts-and-considered-opinions-on-ai/
2•milkcircle•5m ago•0 comments

Why are Spain and Portugal growing twice as fast as the Eurozone?

https://www.euronews.com/business/2026/01/30/why-are-spain-and-portugal-growing-twice-as-fast-as-...
1•belter•6m ago•0 comments

Elon Musk is taking SpaceX's minority shareholders for a ride

https://www.theguardian.com/business/nils-pratley-on-finance/2026/feb/03/elon-musk-is-taking-spac...
2•6LLvveMx2koXfwn•6m ago•0 comments

PayPal Appoints Enrique Lores as Chief Executive Officer

https://investor.pypl.com/news-and-events/news-details/2026/PayPal-Appoints-Enrique-Lores-as-Chie...
1•zatkin•7m ago•0 comments

Elevated error rates for ChatGPT users – OpenAI Status

https://status.openai.com/incidents/01KGJK9Q6PDB3C3VX6MPCY6106
4•rossant•8m ago•0 comments

5M installs, $1M Open Source Grant program, and the story of how we got here

https://cline.bot/blog/5m-installs-1m-open-source-grant-program
2•raybb•8m ago•0 comments

Ruptures in China's Leadership Could Be Due to Paranoia and Power Plays

https://www.nytimes.com/2026/02/03/us/politics/china-xi-military-purge.html
2•JumpCrisscross•9m ago•0 comments

Nava Acquires Beam to Raise the Bar for Public Service IT

https://www.govtech.com/biz/nava-acquires-beam-to-raise-the-bar-for-public-service-it
1•stephenhuey•9m ago•1 comments

Epstein Backed Coinbase in Crypto Exchange's Early Years

https://www.bloomberg.com/news/articles/2026-02-03/epstein-backed-coinbase-in-crypto-exchange-s-e...
5•wslh•11m ago•1 comments

Rules_Claude: Hermetic Bazel toolchain and rules for Claude Code

https://github.com/buildbuddy-io/rules_claude
4•siggi•12m ago•1 comments

Future home might be framed with printed plastic

https://news.mit.edu/2026/your-future-home-might-be-framed-with-printed-plastic-0203
1•gnabgib•14m ago•0 comments

Fintech CEO and Forbes 30 Under 30 alum has been charged for alleged fraud

https://techcrunch.com/2026/02/02/fintech-ceo-and-forbes-30-under-30-alum-has-been-charged-for-al...
1•wslh•14m ago•1 comments

Net Neutrality for AI

https://vanderbiltpolicyaccelerator.substack.com/p/net-neutrality-for-ai
1•geox•17m ago•0 comments

When Vibe Coded Consumer Agents Go Rogue

https://nearfuturelaboratory.com/editorial/when-vibe-coded-consumer-agents-go-rogue/
2•cyanbane•19m ago•0 comments

Show HN: Research tool that turns one question into a branching discovery tree

https://www.mindbloom.so/
1•onounoko•20m ago•0 comments

Vitalik: L2s Are Over

https://twitter.com/vitalikbuterin/status/2018711006394843585
3•wslh•21m ago•0 comments

Show HN: A one word check to detect misalignment in meetings

https://www.cognu.app/room-read
1•anticlickwise•22m ago•0 comments

Show HN: Claude.md is doing too much

https://visr.dev
2•sourishkrout•22m ago•0 comments

Show HN: Muninn – A universal local-first memory layer for AI agents

1•blackknightdev•23m ago•0 comments