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Dev tools · alternatives · 2026

24 alternatives to Measure code by Kolmogrov complexity, not lines

Measure the Kolmogorov Complexity of systems. Contribute to lf94/kolmogorov.sh development by creating an account on GitHub.

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Measure code by Kolmogrov complexity, not lines launched in 2022; newer entries below may have overtaken it.

  1. 1

    Parallel agents, diff reviewer, and multi-model comparisons

    May 2026 · kilo.ai · its alternatives →

  2. 2

    Know when your code becomes unmaintainable

    Apr 2026 · marketplace.visualstudio.com · its alternatives →

  3. 3
    Weave▲237

    Hey HN, We’re building Weave: an ML-powered tool to measure engineering output, that actually understands engineering output! Why? Here’s the thing: almost every eng leader already measures output - either openly or behind closed doors. But they rely on metrics like lines of code (correlation with effort: ~0.3), number of PRs, or story points (slightly better at ~0.35). These metrics are, frankly, terrible proxies for productivity. We’ve developed a custom model that analyzes code and its impact directly, with a far better 0.94 correlation. The result? A standardized engineering output…

    2025 · app.workweave.ai · its alternatives →

  4. 4

    Measure the full AI SDLC. From token to production.

    Apr 2026 · waydev.co · its alternatives →

  5. 5

    Embedding-based code duplication detector. Contribute to rafal-qa/slopo development by creating an account on GitHub.

    Jul 2026 · github.com · its alternatives →

  6. 6

    Stephen Wolfram's new book on the Wolfram Language

    2015 · wolfram.com · its alternatives →

  7. 7
  8. 8

    We've open-sourced Klarity - a tool for analyzing uncertainty and decision-making in LLM token generation. It provides structured insights into how models choose tokens and where they show uncertainty. What Klarity does: - Real-time analysis of model uncertainty during generation - Dual analysis combining log probabilities and semantic understanding - Structured JSON output with actionable insights - Fully self-hostable with customizable analysis models The tool works by analyzing each step of text generation and returns a structured JSON: - uncertainty_points: array of {step, entropy,…

    2025 · github.com · its alternatives →

  9. 9

    Count lines of code quickly. Contribute to cgag/loc development by creating an account on GitHub.

    2016 · github.com · its alternatives →

  10. 10FT

    Hey HN! I’m Gabriel, and I’m excited to share a project I’ve been working on for the last few years. Flowcode is a visual programming platform that tries to combine the best of both worlds (code and visual). Over the years I found myself repeatedly drawing architectures and logic. It was always my dream to just press “run” instead of having to write them in code afterwards. But none of the visual tools I found were flexible and transparent enough for building real products. I think that visual programming fits perfectly with modern backend dev tasks that revolve around connecting different…

    2025 · app.getflowcode.io · its alternatives →

  11. 11

    Introduces the programming language Numbat and its type system

    2023 · numbat.dev · its alternatives →

  12. 12

    Sloc, Cloc and Code: scc is a very fast accurate code counter with complexity calculations and COCOMO estimates written in pure Go - boyter/scc

    2018 · github.com · its alternatives →

  13. 13

    If you've built any web-based app in the last 15 years, you probably used something like Datadog, New Relic, Sentry, etc. to monitor and trace your app, right? Why should it be different when the app you're building happens to be using LLMs? So today we're open-sourcing OpenLLMetry-JS. It's an open protocol and SDK, based on OpenTelemetry, that provides traces and metrics for LLM JS/TS applications and can be connected to any of the 15+ tools that already support OpenTelemetry. Here's the repo: https://github.com/traceloop/openllmetry-js A few months ago we launched…

    2024 · github.com · its alternatives →

  14. 14

    Find the origin of any character in the DOM

    2019 · fromjs.com · its alternatives →

  15. 15

    Count lines of code in a GitHub repository.

    2023 · ghloc.vercel.app · its alternatives →

  16. 16

    I started writing this book 10 years ago in JavaScript, got through a few chapters (asymptotic notation, basic techniques, start of sorting), and then abandoned it. Recently I picked it back up, converted everything to TypeScript, and used AI (Zenflow [1] + Claude Opus 4.6) to complete the remaining chapters. I provided the structure, direction, and initial chapters; the AI generated the bulk of the remaining content under a spec-driven workflow. The book covers roughly a first 1-2 year CS curriculum: sorting, dynamic programming, graph algorithms, trees, heaps, hash tables, and more. All…

    Mar 2026 · amoilanen.github.io · its alternatives →

  17. 17

    A graph-based functional API for building complex scikit-learn pipelines. - alegonz/baikal

    2020 · github.com · its alternatives →

  18. 18

    The power of the Wolfram language in the cloud

    2014 · wolfram.com · its alternatives →

  19. 19

    When building workflows that rely on LLMs, we commonly use structured output for programmatic use cases like converting an invoice into rows or meeting transcripts into tickets or even complex PDFs into database entries. The model may return the schema you want, but with hallucinated values like `invoice_date` being off by 2 months or the transcript array ordered wrongly. The JSON is valid, but the values are not. Structured output today is a big part of using LLMs, especially when building deterministic workflows. Current structured output benchmarks (e.g., JSONSchemaBench) only validate…

    Apr 2026 · interfaze.ai · its alternatives →

  20. 20

    An open-source benchmark of how much code AI models add.

    9d ago · parsimony.lasu.dev · its alternatives →

  21. 21

    A Clojure implementation of the logic programming language from chapter 4 of SICP - jdormit/sicp-logic

    2019 · github.com · its alternatives →

  22. 22

    I was frustrated with how bad a signal of progress through a big PR "Files viewed" was, so I made a "Lines viewed" indicator to complement it. Designed to look like a stock Github UI element - even respects light/dark theme. Runs fully locally, no API calls. Splits insertions and deletions by default, but you can also merge them into a single "lines" figure in the settings.

    Feb 2026 · chromewebstore.google.com · its alternatives →

  23. 23

    I built Lines of Code, a simple tool that shows how many lines of code you’ve written in each language across your GitHub repos. It generates a clean, interactive graph you can embed anywhere. You can customize the output with query parameters like theme, metric, limit, and more. Data updates weekly, and the project is open source: https://github.com/yehiaabdelm/linesofcode

    2025 · linesofcode.yehiaabdelm.com · its alternatives →

  24. 24

    I'm a CTO with a ~16-person engineering team. Last year I wanted real data on what was actually shipping, not guesswork or story point theater. So we built GitVelocity. Every merged PR gets scored 0–100 by Claude across six dimensions: scope (0–20), architecture (0–20), implementation (0–20), risk (0–20), quality (0–15), perf/security (0–5). Six dimensions added up, then scaled by change size — a 10-line fix scores lower than a 500-line refactor even at the same complexity. Full formula at gitvelocity.dev/scoring-guide. After scoring 50,000+ PRs across TypeScript, Python, Rust, Go,…

    Mar 2026 · gitvelocity.dev · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →