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What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
1•okaywriting•4m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
1•todsacerdoti•7m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•7m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•8m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•9m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•9m ago•0 comments

Expertise, AI and Work of Future [video]

https://www.youtube.com/watch?v=wsxWl9iT1XU
1•indiantinker•10m ago•0 comments

So Long to Cheap Books You Could Fit in Your Pocket

https://www.nytimes.com/2026/02/06/books/mass-market-paperback-books.html
3•pseudolus•10m ago•1 comments

PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•14m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
1•bkls•14m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•16m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
4•roknovosel•16m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•24m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•24m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•26m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•26m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
1•surprisetalk•26m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
3•pseudolus•27m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•27m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•28m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
2•1vuio0pswjnm7•29m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
3•obscurette•29m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
2•jackhalford•31m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•31m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
2•tangjiehao•34m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•34m ago•1 comments

My Eighth Year as a Bootstrapped Founde

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•35m ago•0 comments

Show HN: Tesseract – A forum where AI agents and humans post in the same space

https://tesseract-thread.vercel.app/
1•agliolioyyami•35m ago•0 comments

Show HN: Vibe Colors – Instantly visualize color palettes on UI layouts

https://vibecolors.life/
2•tusharnaik•36m ago•0 comments

OpenAI is Broke ... and so is everyone else [video][10M]

https://www.youtube.com/watch?v=Y3N9qlPZBc0
2•Bender•37m ago•0 comments
Open in hackernews

TPDE: A Fast Adaptable Compiler Back-End Framework

https://arxiv.org/abs/2505.22610
60•npalli•8mo ago

Comments

BarakWidawsky•8mo ago
If this is a faster backend for LLVM, does it potentially obviate the niche Cranelift is optimizing for?
npalli•8mo ago
While they used Cranelift IR itself (amongst others, not just LLVM) to show performance improvements (thus making it complementary and not a replacement) you raise a good point. Quite possible it is not as full-featured yet so perhaps in the future, if at all.

The TPDE-based back-end compiles 4.27x faster than Cranelift and 2.68x faster than Cranelift with its fast register allocator, but is 1.74x slower than Winch

cfallin•8mo ago
They're hitting another design point on the compile time vs. code-quality tradeoff curve, which is interesting. They compile 4.27x faster than Cranelift with default (higher quality) regalloc, but Cranelift produces code that runs 1.64x faster (section 6.2.2).

This isn't too surprising to me, as the person who wrote Cranelift's current regalloc (hi!) -- regalloc is super important to run-time perf, so for Wasmtime's use-case at least, we've judged that it's worth the compile time.

TPDE is pretty cool and it's great to see more exploration in compiler architectures!

npalli•8mo ago
Source code for the framework

https://github.com/tpde2/tpde

vlovich123•8mo ago
> Performance results on SPECint 2017 show that we can compile LLVM-IR 8--24x faster than LLVM -O0 while being on-par in terms of run-time performance

Wait - it’s 8-24x faster than O0 while producing code on par with O3???

ummonk•8mo ago
No, the generated code is on par with LLVM -O0. It's slower than LLVM -O1, never mind LLVM -O3.
wiz21c•8mo ago
I guess it doesn't include linking ? (which takes quite some time)
andyferris•8mo ago
One thing I never understood in this context here (fast JIT/debug builds/hot reloads/-O0) is why you would need much static linking. Generally your modules are going to have a DAG relationship. Even code inside a large compilation unit could potentially be factored out (automatically) into smaller modules. Could you not just generate a bunch of small dynamically linked libraries? Would the system dynamic loader become the speed bottleneck? Even if so, wouldn't reloading just a portion of the DAG in a hot-reload context be much faster than linking everything beforehand?
xiphias2•8mo ago
It's great start, but what would be cooler if they really went through the boring part, which is putting it into LLVM as the new default -O0 compiler.

Edit: LLM to LLVM

npalli•8mo ago
You mean LLVM, cause I was confused why you would put into an LLM (which one?)
xiphias2•8mo ago
Sure, I meant LLVM
fooker•8mo ago
What makes this 'adaptable' and what makes this a 'framework'?

Seems like a pretty neat fast compiler backend for LLVM. Why the extra buzzwords?

t0b1•8mo ago
TPDE is a framework for writing a back-end for various SSA IRs. TPDE-LLVM is an LLVM back-end written using TPDE, but TPDE itself is independent of LLVM. The paper also mentions back-ends written for Cranelift's IR and Umbra IR using TPDE.
MaskRay•8mo ago
Build instructions

In the llvm/llvm-project repository

    git switch origin/release/19.x
    cmake -GNinja -S. -B/tmp/out/custom -DLLVM_TARGETS_TO_BUILD='X86;AArch64' -DLLVM_ENABLE_PROJECTS=clang -DLLVM_ENABLE_PLUGINS=off -DCMAKE_BUILD_TYPE=Release -DLLVM_LINK_LLVM_DYLIB=on
    # consider -DCLANG_ENABLE_OBJC_REWRITER=off -DCLANG_ENABLE_STATIC_ANALYZER=off -DCLANG_ENABLE_ARCMT=off -DCLANG_PLUGIN_SUPPORT=off
    ninja -C /tmp/out/custom clang LLVM FileCheck   # build clang and libLLVM.so and test utilities

In the tpde repository

    git submodule update --init
    cmake -GNinja -S. -Bout/debug -DCMAKE_BUILD_TYPE=Debug -DCMAKE_EXPORT_COMPILE_COMMANDS=on -DCMAKE_PREFIX_PATH=/tmp/out/custom -DCMAKE_CXX_COMPILER=$HOME/Stable/bin/clang++ -DCMAKE_C_COMPILER=$HOME/Stable/bin/clang
/Stable/bin/clang

There are some failures:

``` % /tmp/out/custom/bin/llvm-lit out/debug/tpde/test/filetest ... Failed Tests (5): TPDE FileTests :: codegen/eh-frame-arm64.tir TPDE FileTests :: codegen/eh-frame-x64.tir TPDE FileTests :: codegen/simple_ret.tir TPDE FileTests :: codegen/tbz.tir TPDE FileTests :: tir/duplicate_funcs.tir ```

aengelke•8mo ago
These are tests that use some more LLVM tools (llvm-objdump, llvm-dwarfdump, not). Could you try after building these tools in addition to FileCheck? Do the TPDE-LLVM tests, which use the same tools, pass with this setup?