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Tracing JITs in the Real World CPython Core Dev Sprint

https://antocuni.eu/2025/09/24/tracing-jits-in-the-real-world--cpython-core-dev-sprint/
28•todsacerdoti•1h ago

Comments

pizlonator•55m ago
In the JS world, tracing was abandoned because it didn't scale to real world code.

JS JITs (the production ones, like JSC's) have no such thing as trace blockers that prevent the surrounding code from being optimized. You might have an operation (like a call to some wacky native function) that is itself not optimized, but that won't have any impact on the JIT's ability to optimize the code surrounding that operation.

Tracing is just too much of a benchmark hack overall IMO. Tracing would only be a good idea in a world where it's too expensive to run a real optimizing JIT. But the JS, Java, and .NET experiences show that a real optimizing JIT - with all of its compile time costs - is exactly what you want because it results in predictable speed-ups

marky1991•20m ago
Pypy's tracing JIT has worked pretty well for years, so that doesn't seem universal. I admit I have fairly low expectations on a JIT succeeding (in any meaningful fashion) in cpython given the constraints that it currently has, but I'm generally a skeptic, so maybe i'm being overly pessimistic.

Free web search MCP using a local SearXNG instance

https://gist.github.com/tripplyons/a2f9d8bd553802f9296a7ec3b46760de
1•tripplyons•2m ago•1 comments

Learning by Doing: An Introduction to Static Program Analysis

https://medium.com/@alexwang_thoughts/learning-by-doing-an-introduction-to-static-program-analysi...
1•rand_num_gen•6m ago•1 comments

Been feeling like going on another retreat to re-optimize my habbits

https://anandalodgecr.com/
1•ingleside•7m ago•0 comments

How do hiring managers hire

1•teminal•7m ago•0 comments

Leaked source code for Claude Code

https://github.com/ghuntley/claude-code-source-code-deobfuscation
1•hashim•11m ago•0 comments

Metabolic, Pulmonary Differences Between Real-Life and Mixed Reality Pickleball

https://www.mdpi.com/2411-5142/10/3/346
1•PaulHoule•11m ago•0 comments

npm shrinkwrap

https://docs.npmjs.com/cli/v11/configuring-npm/npm-shrinkwrap-json/
1•jcbhmr•12m ago•0 comments

MSU researcher hopes hydrogel shampoo could prevent hair loss from chemotherapy

https://www.usatoday.com
1•rmason•13m ago•0 comments

Amazon will refund $1.5B to 35M customers allegedly duped into paying for Prime

https://www.theregister.com/2025/09/25/amazon_will_refund_15b_to/
3•beardyw•14m ago•0 comments

GitHub Copilot CLI – First Impressions

https://elite-ai-assisted-coding.dev/p/github-copilot-cli-tool-review
2•intellectronica•15m ago•0 comments

The EU's cookie banner reform is a targeted simplification

https://coffee.link/the-eus-cookie-banner-reform-pivots-from-comprehensive-overhaul-to-targeted-s...
1•PhilKunz•17m ago•0 comments

You Have Permission (2018)

https://jeffreylminch.substack.com/p/you-have-permission
2•rmason•18m ago•0 comments

In Defense of AI Evals, for Everyone

https://www.sh-reya.com/blog/in-defense-ai-evals/
2•consumer451•18m ago•0 comments

Lonely Island Adventures

https://www.woman-of-letters.com/p/lonely-island-adventures
1•Petiver•18m ago•0 comments

Critique of DHH's post "As I remember London"

https://paulbjensen.co.uk/2025/09/17/on-dhhs-as-i-remember-london.html
5•mmgeorgi•18m ago•0 comments

The World of Competitive Coding (With Mathis Hammel)

https://www.youtube.com/watch?v=e7SpBAayEZQ
1•fuzztester•18m ago•0 comments

What to do about differing product life cycles

https://www.collabora.com/news-and-blog/blog/2025/09/25/what-to-do-about-differing-product-life-c...
2•losgehts•23m ago•0 comments

A Metabolically Shaped Hole

https://www.exfatloss.com/p/a-metabolically-shaped-hole
1•paulpauper•23m ago•0 comments

A two-axis model for understanding LLM strengths and weaknesses

https://medium.com/performance-engineering-for-the-ordinary-barbie/a-two-axis-model-for-understan...
1•jshchnz•24m ago•0 comments

I grew my app to 12,000 users in 2 months- happy to help you market yours

https://artxtech.info/
1•vaishsagar•25m ago•1 comments

Uncanny Testimony

https://longreads.com/2025/09/25/ai-holocaust-survivors-memory/
1•apollinaire•28m ago•0 comments

The A19 Pro is a transcription beast

https://birchtree.me/blog/the-a19-pro-is-a-transcription-beast/
1•ingve•33m ago•0 comments

I build a machine that turns you into a criminal [video]

https://www.youtube.com/watch?v=1bBVQaAD_jI
1•cynosure_north•34m ago•0 comments

Show HN: LeetEngineer – Interview prep for non-IT engineers

https://leetengineerai.com
1•Daneng•35m ago•0 comments

GitHub Copilot CLI is now in public preview

https://github.blog/changelog/2025-09-25-github-copilot-cli-is-now-in-public-preview/
1•ethmarks•35m ago•0 comments

Hello to Unstructured Analytics

4•torrmal•35m ago•0 comments

Show HN: We Built a Dead Simple SDK for Object Storage (No AWS Boilerplate)

https://www.tigrisdata.com/blog/storage-sdk/
1•ovaistariq•36m ago•0 comments

Show HN: Prism – Let browser agents access any app

https://prismai.sh
11•rkhanna23•38m ago•7 comments

Show HN: Data-Cent – Interactive CSV Visualization and Analysis in Your Browser

https://github.com/data-centt/Data-Analytics
1•Daniel15568•38m ago•1 comments

Silent Payments for Privacy in Bitcoin

https://www.johndcook.com/blog/2025/09/25/silent-payments/
2•ibobev•39m ago•0 comments