09.08 Today's Picks

323 new projects found today, 121 rated.

Created 2026-09-08 – 2026-09-08Rated 131

S · Look today

holo-card-studio

EverettFishPython

Turns descriptions or reference images into editable Blender cards and interactive Three.js pages. 799 stars in one day show strong demand for AI-generated design; risks are Blender dependency and unstable output quality.

Turn the user's description or uploaded reference into a finished, editable Blender card and an interactive Three.js page. Preserve the requested subject, style, typography and destination. This skill…

#AI Agents #Agent Skills #3D #Image Generation

★799

A · Worth watching

dream-loop

achimalaLanguage unknown

dream-loop is an agent skill that generates 3D visuals using Blender, image generation, and a sub-agent critique loop. 151 stars in 0.4 days reflect excitement for AI 3D content; risks are Blender script stability and fluctuating model quality.

Agent skill for impressive 3D visuals using Blender + image gen + subagent critic

#AI Agents #Agent Skills #Image Generation #3D

★151

Awesome-OKF

AlbertchamberlainPython

OKF is an open knowledge format for agents, YAML-driven and MCP-ready, gathering tools, skills and documentation. Its 80 stars show interest in standardizing agent knowledge; it addresses fragmented agent knowledge and could become a standard format, with commercialization via ecosystem leadership and hosted indexes, but the risk is fierce standards competition.

OKF (Open Knowledge Format) — curated catalog of tools, plugins, skills, proposals, and docs for agent-friendly knowledge. YAML-driven, agent-searchable, MCP-ready.

#MCP #AI Agents #Knowledge Base #Agent Skills

★80

france-mcp-servers

bsabPython

A directory of French data, legal, and service MCP servers addressing French-speaking users' need for localized AI tools; 79 stars show growth. It could become a regional MCP standard entry, but the regional market is small and official data interfaces may be unstable.

A curated catalog of Model Context Protocol servers for French data, laws, and services.

#MCP #AI #Self-Hosted #Knowledge Base

★79

lynx

josevalimLean

An automatic Core Erlang to Lean translator that generates proofs for Elixir/Erlang programs, by the creator of Elixir—a rare and clean approach. Worth a look for formal verification or concurrent service work; the limitation is it's a research prototype not yet pluggable into CI.

Proofs for Erlang/Elixir programs through LEAN (via automatic translation of Core Erlang)

#Science #Code Quality #lean #erlang

★8

dkyj-director

wangjiake666Python

Uses an iPhone as a viewfinder for camera previs and editable blocking in Blender, with MCP so agents can take part, far lighter than traditional previs workflows. Attractive to indie animation and live-action previs people; it depends on Blender plus Safari, so stability remains to be verified.

DKYJ Director / 大开眼界导演台 — Local Blender camera previs with an iPhone Safari viewfinder, editable blocking, reusable scenes and optional MCP agent integration. macOS / Windows.

#3D #Animation #MCP #blender

★24

qalam

misraj-aiRust

Focused Arabic PDF extraction that preserves word order logic, restores base letters and ligatures, and judges per page whether OCR is truly needed. These language-specific pitfalls are long ignored by general parsers, making it worth trying for RAG or corpus cleaning; currently Arabic-only.

Arabic PDF text extraction that doesn't quietly corrupt your corpus: logical word order, base letters not presentation forms, ligatures intact and a per-page verdict telling you which pages genuinely …

#Documents #RAG #Science #pdf

★8

Spun

yappologisticC++

It turns a Linux music player into an interactive CD-disc form, playing locally and integrating with Cider—the form itself is the selling point. Appealing to desktop-customization and nostalgia fans; but format support and the playback core are unverified, so it may just be a player engine wrapper.

A CD-shaped music player for Linux, with local playback and Cider integration.

#Audio #Linux #UI Design

★59

That's today. The other tiers and the boards follow.

BHas a spark19

B ming-official-atlas An interactive Ming dynasty officialdom map showing offices, biographies, and reign titles, visualizing historical data. 74 stars show humanities interest; the path is education or digital humanities services, but the audience is limited and data sources need verification. #Knowledge Base #Web Frontend #Databases

Ming Dynasty officialdom map: Ming-era government offices, biographical records, era-name search, and an interactive map of prefectures and counties

dingbo3603-uiTypeScript★74
B ptx-optimization An NVIDIA PTX optimization skill for analysis, precise cubin patching, and verification, addressing low-level GPU performance tuning with direct value for AI training and inference. 10 stars is early but professional; risks are NVIDIA toolchain changes and competition. #GPU #Performance #AI #ML Research

Evidence-led NVIDIA PTX optimization skill: profiling, exact-cubin patching, validation, and measured tuning

Deep-Learning-Profiling-ToolsPython★10
B cck CCK is an account manager that batch-manages AI coding tool account quotas and launches with one click, solving developers' multi-account quota management, and 53 stars show demand. Commercialization could be a subscription service, but account sharing carries compliance risk; the risks are platform bans and grey areas. #AI #Productivity

CCK Account Manager — add custom accounts, batch-manage AI coding tool account quotas, and launch clients with one click

Btluo1JavaScript★53
B chatgpt-model-meter Shows the 5-hour and 7-day quotas on chatgpt.com and compares your selected model against the model_slug actually executed in server-side telemetry, answering "was I downgraded?". The problem is real, the approach restrained, and it works once installed; limits are that it only applies to the web version and relies on internal page fields. #Browser Extensions #LLMs #Privacy #chatgpt

Chrome MV3 extension for chatgpt.com: shows 5h/7d quota, and checks the requested model against the model_slug the server's STE telemetry reports as actually executed.

pfz14JavaScript★19
B svg-trace-studio A single-file, offline bitmap-to-SVG tool that runs VTracer WASM in the browser and can export an animation of the tracing process, skipping the Python environment and dependency setup. Anyone vectorizing logos or line art can use it today; tracing quality is limited by VTracer and the project is still small. #Images #WebAssembly #Web Frontend

Offline single-file tool: image to SVG (VTracer WASM browser-side tracing) + hand-drawn process animation export

scp3500HTML★10
B KeySniper It targets an unauthenticated account takeover in Keycloak's credential reset flow; if reproducible, it's a valuable security report directly relevant to teams doing identity authentication. The author is a known security figure, but the formatting is exaggerated, and the CVE number and actual impact still need independent verification. #App Security #Exploits #Network Security #keycloak

**CVE-2026-18963** — unauthenticated Keycloak account takeover via the reset-credentials flow.

ynsmroztasPython★29
B declarative-attention A reproduction of the KAIST method letting language models control their own attention, by lucidrains, who tracks papers constantly and whose code usually runs directly. A low-cost entry for researchers trying new attention mechanisms; currently just a reference implementation with no training results backing it. #LLMs #ML Research #Science

Implementation of the procedure in Language Models Can Control Their Own Attention, from Namgyu Ho et al. of KAIST AI

lucidrainsLanguage unknown★11
B uzbekistan-geocoder A self-hostable forward and reverse geocoding service for Uzbekistan built on Nominatim with Docker Compose and a Caddy reverse proxy, ready after install. Scope is clear and claims are modest; only data updates and performance notes are missing, and regional deployments like this are rare. #Self-Hosted #APIs #DevOps #openstreetmap

Self-hosted forward and reverse geocoding for Uzbekistan with Nominatim, Docker Compose, and an optional Caddy proxy.

itsjasurShell★11
B portal-agent A GPT-6 Astra Portal run configuration with controller, SourcePauseTool patch, and guide. 38 stars show community interest in agent operation automation; the path is an agent skill library or template, but GPT-6 is unreleased and dependencies are fragile. #AI Agents #Automation #Games

The setup I used for my GPT-6 Astra Portal run: controller, SourcePauseTool patch, setup guide, and sanitized session log.

cozyblazeJavaScript★38
B Pulse A backend-free PWA tracking GitHub release downloads and repository metrics, addressing developers' need for quick release analytics. 24 stars is early; the path is a developer dashboard competing with existing GitHub analytics, but features are basic and it depends on the GitHub API. #Monitoring #DevOps #github

Pulse is a lightweight, responsive Progressive Web App designed to track, visualize, and analyze release downloads and repository metrics across GitHub. Built with vanilla JavaScript and styled with a…

drJhonatan00JavaScript★24
B hyprquickpaper A keyboard-driven wallpaper picker for Hyprland written in Quickshell and QML, with a bottom card layout and custom fonts, restrained in scope. Wayland really lacks a handy wallpaper switcher; the downside is it only serves Hyprland users and has very few stars. #Linux #UI Design #Productivity

A fast, themeable, keyboard-driven Wayland wallpaper picker built with Quickshell and QML for Hyprland featuring a bottom-dock card layout and custom sci-fi typography.

ujjalsigdelQML★12
B efficient-gaussian-appearance Adds a lightweight view-dependent appearance model to 3D Gaussian Splatting, with JIT compilation and a WebGL preview, claiming to match a paper on compact appearance modeling. The direction fits, but the repo is very new and whether code matches the paper still needs checking. #3D #GPU #ML Research #Web Frontend

Faster-GS with JIT-compiled view-dependent appearance models and a WebGL viewer, described in the paper "Compact Neural Appearance Models for Efficient Gaussian Splatting"

nerficg-projectCuda★14
B three-gtvbao Implements GT-VBAO ambient occlusion as three.js TSL nodes running on both WebGPU and WebGL2, a rare piece of graphics tech put into practice. Web 3D developers can borrow from it directly; it lacks performance comparisons and a demo page, so usability is one step short. #3D #Web Frontend #Performance

GT-VBAO ambient occlusion for three.js WebGPU and WebGL2 (TSL)

norioTypeScript★18
B STOP-X-AI A small tool that collapses AI-related posts in the X timeline, targeting the specific annoyance of information overload, with a single clear purpose that works once installed. The risk is that it is easily replaced by official filters or a self-built list; a ten-minute curiosity. #Browser Extensions #Social #AI

Collapses AI-related posts on X/Twitter

vsepletJavaScript★10
B pokemonlive A local Pokémon battle prototype that uses AI to generate battle cutscenes—an interesting idea, but still a toy experiment with no reusable tool form and no explanation of battle logic or generation pipeline. It hit 86 stars in just over a day; hype exceeds substance. #Games #AI #Video

Local Pokemon battle prototype with AI-generated cinematics

xflare-botJavaScript★86
B kouyu An English speaking practice skill with gentle correction and a local review workbench—a likable topic with restrained scope. But it depends on an existing agent platform, practice quality hinges on prompts and the voice pipeline, and the repo shows no evidence of results. #Agent Skills #Learning #Speech

A guided English speaking practice Skill with gentle correction and a local review workbench

maverickgao8848CSS★33
B imprint Copies one Omarchy machine's configuration verbatim to another, a lightweight approach to dotfiles sync, with restrained naming and a one-line description. The audience is limited to Omarchy users, and it overlaps functionally with tools like chezmoi. #Linux #Automation #Productivity

Stamp one Omarchy machine onto another.

nixfredPython★24
B gpui-omarchy A set of GPUI components for the Omarchy desktop style, from a well-known figure in the Ruby community, with restrained naming and scope. But it only serves Omarchy users and lacks complete examples, leaving very little reusable surface. #UI Design #Linux #Plugins

UI components for Omarchy system style

huacnleeRust★10
B factcircuit Aims at an auditable claim-evidence verification loop with tamper-proof provenance and staged retrieval, a direction that hits a real need in trustworthy AI. But the description is piled with jargon and shows no interface definitions or working examples, making it hard to tell a complete implementation from a concept draft. #RAG #LLMs #ML Research

FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.

superwesleyhys-uxPython★28

COrdinary52

C x-article-skills Eight agent skills for researching, writing, and packaging X articles, addressing content creation automation. 16 stars show early interest; the path is creator tools or paid skills, but risks are X platform rules and content homogenization. #AI Agents #Agent Skills #Content Writing #Social

Eight agent skills for researching, writing, and packaging useful articles on X.

codejunkie99Python★16
C cellularflow A memory-enhanced continual learning LLM architecture that decouples knowledge storage from sequential reasoning to eliminate catastrophic forgetting. High research value, but 8 stars show little attention; it is a paper concept with insufficient engineering validation. #ML Research #LLMs #AI

Memory-Augmented Continual Learning LLM architecture decoupling knowledge storage from sequence reasoning to eliminate catastrophic forgetting.

celcilinPython★8
C python1024 This implements Python in 1024 bytes, a fun minimal compiler/interpreter engineering project. It tackles a code-size challenge but has low practical value; 27 stars show technical enthusiasts are interested. There is no commercialization path, it is more education or showmanship, and the risk is fading interest as a toy project. #Performance #Learning #Code Quality

A Python in 1024 bytes

AZHenleyC★27
C Fantastic-HuggingFace-Downloader It batch-downloads HuggingFace repos through the HF Xet filesystem, solving slow large-model file downloads and browser interruptions. It is highly practical, but the official CLI and API are already strong competitors. 10 stars shows users are still waiting for a better option. The commercialization path is as a plugin or merged into data pipelines; the risk is dependence on Xet and model library fluctuations. #Downloaders #AI #APIs

Extracts files, folders, or entire repos from a pasted Huggingface URL, and lets you queue and download them using HF's Xet file system, avoiding slow and stalled downloads common from downloading lar…

AdudeguymanPython★10
C genpark-split-inbox-triage-priority-scorer-skill This is a multi-channel inbox skill for message priority classification and SLA tracking, aimed at Superhuman users. It addresses email and IM overload with practical value; 8 stars but the GenPark ecosystem has a series of skills that could form a collection, commercialization could be a productivity subscription, and the risk is competition from Superhuman's native features or general email AI. #AI Agents #Agent Skills #Productivity #Email

Multi-channel inbox message priority classifier & response SLA tracker (Superhuman)

Alpha-ParkPython★8
C genpark-temperature-scaling-confidence-calibrator-skill This is an agent skill for temperature-scaling confidence calibration that computes ECE and Brier scores. It addresses unreliable LLM output confidence, valuable for evaluation and deployment; 8 stars show it is early but the methodology is mature, commercialization could be integration into model evaluation platforms, and the risk is demand limited to researchers with many alternative libraries. #AI Agents #Agent Skills #ML Research

GenPark AI Agent Skill - Post-processing confidence calibration using temperature scaling, expected calibration error (ECE), and Brier score evaluation.

Alpha-ParkPython★8
C genpark-split-inbox-triage-priority-scorer-skill Duplicates Alpha-Park/genpark-split-inbox-triage-priority-scorer-skill with multi-channel inbox priority classification and SLA tracking. Useful but lacks unique advantages; 8 stars is early, and the risk is Superhuman's official features covering it. #AI Agents #Agent Skills #Productivity #Email

Multi-channel inbox message priority classifier & response SLA tracker (Superhuman)

alphaparkincPython★8
C genpark-entity-disambiguation-clustering-resolver-skill Jaro-Winkler similarity and connected-component clustering for entity disambiguation, merging fragmented entities. Useful for knowledge graphs and data cleaning; 8 stars but a rich GenPark ecosystem. Risk is simple algorithms being replaced by modern embeddings. #AI Agents #Agent Skills #Data Analysis

GenPark AI Agent Skill - Resolves and fuses fragmented entity mentions into unified canonical nodes using Jaro-Winkler string similarity and connected component clustering.

alphaparkincPython★8
C poimap A visual map of Emacs buffers with points of interest, solving navigation in large files or projects for Emacs users. 15 stars show a niche but loyal user base; the path is community donations, but the ecosystem is small and built-in features could replace it. #Editors #Productivity #emacs

Visual Emacs buffer map with points of interest

florommelEmacs Lisp★15
C genpark-pairwise-preference-dpo-loss-tracker-skill An agent skill for DPO implicit reward and reference-policy log-ratio tracking, aimed at AI training and evaluation. It addresses observability in the preference optimization process, but the audience is researchers. 8 stars shows it is niche. The commercialization path is merging into training platforms or a paid plugin, but strong competitors are existing DPO libraries; the risk is dependence on the GenPark ecosystem. #AI Agents #Agent Skills #ML Research

GenPark AI Agent Skill - Direct Preference Optimization (DPO) implicit reward calculation, reference policy log-ratio tracking, and pairwise preference loss evaluation.

Alpha-ParkPython★8
C orrinix This is a macOS storage cleanup tool addressing the common pain of low disk space. The interface is clean and practical, but mature competitors like DaisyDisk already hold the market, and 11 stars show limited momentum; commercialization could be paid or subscription, but the risk is a lack of unique features and brand trust. #macOS #Productivity

A clear, honest macOS storage cleanup utility

Abbasm234Swift★11
C genpark-raycast-script-command-palette-router-skill This is an agent skill for Raycast/Alfred command-palette argument parsing and deep-link dispatch, solving desktop tool and command-palette integration with practical value for Raycast users. Its 8 stars show it is early; commercialization could be a paid productivity plugin, but the market is small, and the risk is that native Raycast extensions already cover this. #AI Agents #Agent Skills #Productivity

Command palette argument parser & deep-link shortcut dispatcher (Raycast / Alfred)

Alpha-ParkPython★8
C dyeallpies-productions Records a video production pipeline: voice, pull-up analysis, subtitles, and editing, using measurement and ML with no media. 12 stars show creator-tool interest; the path is video automation services, but the risk is a specific workflow that is hard to generalize. #Video Editing #AI #Content Writing

How every DyeAllPies video is made: the pipelines, measurements and ML behind the reels (phonetics, pull-up analysis, rep counting, captions, clip cutting). Methods only, no media.

DyeAllPiesPython★12
C Forward-Deployed-Engineer-Full-Course FDE course notes and code addressing engineer skill training in the AI era. 18 stars show niche interest and unknown quality; the path is paid courses or corporate training, but it is easily copied and competes with many free tutorials. #Learning #Jobs

All Notes & Code for Forward Deployed Engineer series on CoderArmy

adityatandon15Language unknown★18
C photoshop-image-helper-2026 A Python tool for batch raster image processing and color space conversion. The description is vague, but 48 stars suggest real demand; Pillow/OpenCV already cover it, the path is unclear, and credibility is questionable. #Images #Automation

A lightweight Python utility for automating legacy image processing workflows in desktop environments. It provides robust batch processing for raster files, allowing developers to integrate custom fil…

artem-wrighthq1994g4Python★48
C taghvim A Persian calendar app with no registration and no ads, meeting Iranian users' calendar needs. 27 stars show a regional market; the path is local services or donations, but the market is small and features are simple. #Productivity #Web Frontend

یک تقویم، بدون حواس‌پرتی. بدون ثبت‌نام. بدون تبلیغات. برای پیدا کردن روزها و برنامه‌ریزی لحظه‌ها.

farjadpTypeScript★27
C clay-safari A clay-style 3D bilingual animal world built with Three.js and Blender, aimed at children's education or entertainment with distinctive visuals. 28 stars show early interest; the path is paid educational content, but production is hard and monetization difficult. #3D #Game Dev #Web Frontend

Clay-style 3D bilingual animal world · A playful clay-style animal world built with Three.js and Blender.

cclankJavaScript★28
C screenwriting-skills A screenwriting skill collection that gained three hundred stars in a day, but with no README, the name suggests a playwriting prompt pack for Codex/Claude. Prompt collections are heavily homogenized, and this star velocity looks more like virality than usage evidence. #Prompting #Agent Skills #Content Writing

jtydhr88Language unknown★308
C WebReverseMCP An MCP tool wrapping Android web reverse-engineering analysis for agents to call, riding a current hot trend. But the description is a single sentence that doesn't clarify whether it does traffic capture, unpacking or JS analysis, leaving capabilities and boundaries unclear. #MCP #Reverse Engineering #Android #AI Agents

Android web reverse engineering analysis Model Context Protocol (MCP) tool

liqivbnmKotlin★21
C soh-3ds This ports Ship of Harkinian to the New 3DS, meeting demand for the Ocarina of Time PC port on a handheld. With 12 stars in 1.1 days it shows niche interest, but 3DS performance is limited and Nintendo copyright risk is high, leaving no commercialization; the biggest risks are Nintendo legal action and hardware performance bottlenecks. #Game Porting #Reverse Engineering #Games

Experimental Ship of Harkinian port for New Nintendo 3DS

999sianC++★12
C save-my-astra Saves GPT-6 Astra tokens by letting Luna handle work, addressing AI usage costs. 15 stars is early; the path is an optimization tool or service, but it depends on a specific model, GPT-6 is unreleased, and actual token savings are unclear. #AI #LLMs

Save your GPT-6 Astra tokens. Let Luna do the dirty work.

fengxiaohuPython★15
C ai-apple-video A generation skill that packages product assets into Apple-keynote-style short films, really just prompts plus workflow templates with more marketing talk than implementation detail. Attractive to e-commerce content creators, but similar templates already flood the skills market. #Image Generation #Agent Skills #Video

Seedance 2.5 Apple keynote-style product video generation skill — package any ordinary product as a high-end consumer electronic device and generate a 30-second Apple keynote-style AI video. Author: L…

huangbai-AILanguage unknown★52
C sub2sub A collaborative task queue aiming to distribute tasks across devices while keeping results local—a good premise, but the description stays at the vision level: how nodes connect, how tasks split and how conflicts resolve are all unwritten. More mature self-hosted options exist. #Collaboration #Automation #Self-Hosted

Delegate tasks across devices. Share work nodes with your team and keep complete results locally.

mekoandJavaScript★18
C telemetry Instruments AI applications and agents with OpenTelemetry to track tokens, cost, latency and errors, hitting a real pain point in LLM app operations. But Langfuse, Phoenix and OpenLLMetry already occupy this space, and this 9-star new repo shows no differentiation yet. #Observability #LLMs #Monitoring #AI Agents

Trace AI applications and agents, and monitor token usage, cost, latency, and errors with OpenTelemetry.

telemetry-devTypeScript★9
C javranking-extension A browser extension that shows JAV covers and rankings in one click, meeting adult content filtering needs. 90 stars reflect steady demand, but copyright and legal risk are high and the ad model is opaque. #Browser Extensions #Adult Content

Show all JAV cover and ranking in one click.

aizhimouTypeScript★90
C XBlocker An LSPosed module filtering junk replies in the Android X client. It addresses social platform information pollution but requires root and Xposed; 10 stars is niche, there is no commercialization path, and risks are platform bans and module compatibility. #Android #Privacy #Social

LSPosed module filtering spam replies in the Android X client (Miuix + Compose UI)

bileizhenKotlin★10
C budongsan-skills Fifty-eight Korean real estate tax calculators packaged as a Codex/Claude Code plugin, with logic ported from an existing website. A real need for Korean homebuyers, useless to everyone else—relocation rather than new work. #Agent Skills #Fintech #Productivity

Implemented 58 calculators for headache-inducing transfer tax, acquisition tax, registration costs, etc. as AI skills. A plugin for Codex and Claude Code implementing the calculation logic of budongsa…

minsooparkkJavaScript★10
C write-in-pencil A small skill letting agents quickly express UI, slide and chart concepts in a pencil-sketch style, suited to early discussion drafts. But output quality rests almost entirely on the underlying model; the project itself is just a prompt and a convention. #Agent Skills #UI Design #Images

An agent skill for exploring UI, slide, and diagram concepts as pencil-on-paper sketches.

momotarabitch2Language unknown★10
C codex-pet-repair This tool fixes dragging of the Codex desktop pet on Windows, with tray support and automatic repair. It addresses desktop interaction for a specific AI tool with a narrow audience, and 11 stars show small-scale demand; the commercialization path is unclear, and the risk is dependence on Codex updates with limited functionality. #Windows #AI

A small tool to help Windows users restore dragging of the Codex desktop pet, with tray support, auto-repair, and light/dark mode switching.

BaoZiFly-233Rust★11
C astra-plays-gta Configuration and helper scripts for GPT-6 Astra playing GTA Vice City on a Mac, exploring AI agent game interaction. 15 stars show early interest; the path is agent game testing or simulation training, but risks are GPT-6 availability and game compatibility. #AI Agents #Games #Automation

Let GPT-6 Astra play GTA Vice City on a Mac: setup, prompt, and a small screenshot/keyboard helper.

da03Swift★15
C learn-attention The author explains their intuitive understanding of attention mechanisms with text and diagrams, positioned as notes for students. However clearly written, it's tutorial content, not a tool or new method—read and move on. #Learning #LLMs #ML Research

Sharing how attention appears in my mind's eye, for students and those interested in understanding transformers

lucidrainsHTML★20
C cyber-resume-reviewer-skill An agent skill that rewrites resumes for security professionals, from an author known in security circles; its templated review comments can help career changers. But it is essentially a set of prompts, little different from asking a model to edit a resume directly. #Agent Skills #Jobs #Prompting

A skill to help cybersecurity folks update and tweak their resume

mubixPython★17
C gpt-6-astra-10k-websites This is a prompt set for building brand websites with GPT-6 Astra and Higgsfield MCP. It addresses AI website-building creativity but depends on an unverified model, and 10 stars show it is early; commercialization could be prompt sales or services, but the risk is that GPT-6 is unreleased and the content cannot be verified. #AI #Prompting #Web Frontend #MCP

Build distinctive brand websites with GPT-6 Astra and Higgsfield MCP. Desktop and mobile prompts.

Barty-BartLanguage unknown★10
C FDE A China frontline deployment engineer intro page in HTML, possibly a course promo or recruiting entry. 10 stars is modest; the path is courses or headhunting, but content is shallow and the risk is a pure marketing page with no technical depth. #Jobs #Learning

China Forward Deployed Engineer (FDE) profile

DaBinBinahHTML★10
C Smart-DSH An unofficial plugin adding a mobile interface, Web Push and Tailscale deployment instructions to the third-party DeepSeek Harness tool, aimed only at people already using that harness. Scope is small and the description honest, but its value is entirely tied to a niche upstream project. #Plugins #Self-Hosted #Linux #UI Design

Unofficial DeepSeek Harness plugin: mobile-friendly UI, Web Push notifications, and Linux Tailscale setup guide

hikarioyamaJavaScript★14
C anticater-for-mac A SwiftUI rewrite of a third-party knob configuration tool as a native macOS app; the author states it's unofficial and non-commercial, which is honest. But it's useless to anyone without that hardware, and it's a reimplementation rather than a new approach. #macOS #Hardware #UI Design

ANTICATER reverse direction: a secondary development based on the original ANTICATER knob configuration app, rewritten in Swift + SwiftUI as a native macOS (arm64) version. Unofficial project, for non…

imbbbbbSwift★22
C SignOs A signing and distribution store for iOS featuring auto-updates, background signing and app cloning, heavily overlapping the AltStore and TrollStore ecosystems. The description doesn't cover certificate sources or compliance boundaries, and stars are too few—not worth the risk yet. #iOS #Piracy #Crack

The on-device signing store. App Store-style automatic updates, background signing, app cloning. Made By @ihateios

ihateiosSwift★9
C gptheist An experimental demo where ten agents pass the same market decision in sequence, with any stage able to veto—it reads more like an architecture toy. It doesn't explain how to connect data or evaluate results, so it's more spectacle than utility. #AI Agents #LLMs #Fintech

Ten agents pass one market decision forward. Any one of them can kill it.

immortalhowwlTypeScript★10
C Sing-box-Argo-Python A hosting script for VMess-WS plus Argo tunnel aimed at small 100M-memory containers—a specific scenario. But the star-begging language and reliance on free tunnels suggest it's more a node setup tutorial, with stability and compliance left to the user. #Networking #Self-Hosted #DevOps

Since you're here, leave a Star! This project is a lightweight VMess-WS + Argo tunnel proxy node hosting service built for **100M-limited low-memory containers** (such as Pella).

liuhuigGo★9
C Whatsapp-Dekstop A lightweight desktop client wrapping WhatsApp Web in Go, with a cross-platform claim that appeals, but "ultra-light, ultra-fast" is just a slogan and it is still a web wrapper, with multi-account and notification details unaddressed. Similar wrappers already exist, and the repo name is misspelled. #macOS #Windows #Linux #Productivity

An ultra-lightweight, blazing-fast, and memory-efficient WhatsApp Desktop client for macOS, Windows, and Linux, built with Go.

vianziroGo★30
C fanzha-ai-proxy A reverse proxy converting an anti-fraud AI's API into OpenAI-compatible format—a one-off adapter whose value depends on the upstream API staying available. The author marks it "for learning only," and it's neither general-purpose nor maintained. #APIs #LLMs #Networking

National Anti-Fraud AI API converted to an OpenAI-compatible reverse proxy service || for learning purposes only

lfzk550Language unknown★61
C TimMonet A Monet color adaptation for the third-party TimNT client, covering Android 8 through Canary. Scope is clear with no exaggeration, but it's just a theme module for a single app, limited to that client's users. #Android #UI Design #Plugins

Monet color extraction adapted for TimNT, compatible with Android 8 through Canary

linx3141Kotlin★9
C intelligence-age-reconstruction Uses OpenCV to reconstruct the outlines of OpenAI's promotional video frame by frame in code, an interesting engineering exercise. But it solves no general problem and leaves no reusable output; once you've seen it, you're done. #Video #Images #ML Research

Source-assisted, frame-by-frame contour reconstruction of ChatGPT's The Intelligence Age film. Python, OpenCV, and FFmpeg.

p697Python★18
C mcp-stockbit The idea of wrapping Indonesian broker Stockbit as an MCP service is concrete, but the repo has no description at all, and it's unclear which endpoints it offers or how auth and login work. Market-data and trading MCPs are already plentiful; this one can't currently be assessed. #MCP #Fintech #APIs

rifkydeltaJavaScript★19
C slider-captcha-lab A tool using YOLO plus human trajectory simulation specifically to break Alibaba Cloud slider CAPTCHAs, claiming a ninety percent pass rate. There's some technical cleverness, but it's fundamentally an adversarial tool for bypassing others' risk controls—not a clean purpose, so not recommended. #Crack #Automation #Reverse Engineering

Automatic Alibaba Cloud slider CAPTCHA solving: YOLO recognition + human-like trajectory generation + CDP injection, 90.9% single-attempt pass rate

kangleyaoPython★25
C orbit A 3D cosmic flythrough built with Three.js, flying from city lights to Saturn's rings and the galaxy, visually careful. But it is essentially an interactive showcase rather than a tool; similar astronomy shader demos are common, and it ends when you finish watching. #3D #Web Frontend #Animation

An interactive 3D universe explorer built with Three.js. Journey from Earth's city lights to planetary orbits, Saturn's rings, and the Milky Way.

ryh842487118-botHTML★35
C Relink The description offers only abstractions like "general, evidence-oriented relationship analysis agent," without clarifying inputs, outputs, data sources or usage, nor what it adds over writing prompts directly. It reads more like a wrapper; wait for concrete scenarios and examples before revisiting. #AI Agents #LLMs #Data Analysis

A general-purpose, evidence-oriented relationship analysis Agent | An Agent implementation for in-depth relationship analysis

hicccc77TypeScript★23
C ha-google-home-bt-proxy From the name, this bridges Home Assistant to a Google Home Bluetooth proxy, but the repo has neither description nor configuration instructions, so whether it installs is pure guesswork. HA integrations live or die by documentation; this one can't be recommended to anyone right now. #IoT #Self-Hosted #Networking

spelechPython★18
C ontology-learning-platform An interactive ontology teaching platform borrowing Palantir's Ontology concept, aiming to explain ontology modeling clearly, but it reads more like a course or thesis project. Neither the source of teaching content nor the runnable scope is stated, so it's largely useless to anyone outside ontology modeling. #Learning #Knowledge Base #palantir

Interactive ontology-based intelligent teaching platform built on Palantir Ontology

xiaodsTypeScript★9
C baz Claims to be a Zig 0.16 web framework based on bounded/http, but the repo language is marked Python and there are no sample routes or benchmarks, so its difference from zap or http.zig is unclear. Zig's ecosystem changes fast, and a one-day-old library is basically unusable. #APIs #Performance

Baz — Bounded Async Zap. A modern Zig 0.16.0 web framework on bounded/http.

technologylab-aiPython★11
C java-full-stack Study-route notes for people with frontend and Go backgrounds to fill in Java enterprise full-stack skills, a content-type repo. Useful to a specific audience, but not a project you can install and run; its few dozen stars look more like community sharing than traction. #Learning #Documents

For developers with 10 years of frontend experience (React / Vue / TypeScript / NestJS / NodeJS) and basic Go and Java syntax, systematically build Java enterprise full-stack capabilities. Baseline: J…

umlinkLanguage unknown★64
C pz-mod-menu The description says this is a Lua mod bringing Enshrouded's sleep mechanic into Project Zomboid, but the repo is named mod menu, so title and content don't match. It is single-purpose with no documentation and only useful for a specific modpack. #Games #Game Dev #Plugins

LUA repository for project zomboid mod that mimics the functionality of Enshrouded's sleep game mechanic

paisleyhill96Language unknown★10

DSkip42

D Evangelion This is an EVA-themed GRUB theme and installer meeting anime fans' customization needs, and 23 stars show niche affection. Commercialization could be paid theme packs or sponsorship, but the audience is narrow and the GRUB theme market is already occupied by open source; the risk is fickle fan enthusiasm and limited functionality. #Linux #UI Design

Evangelion-inspired GRUB themes and an interactive installer.

Aleph1-9012Shell★23
D SMRPG-Demake-Project This ports Super Mario RPG remake content to the SNES version as a fan service, meeting demand for expanding old games, but the audience is tiny and copyright risk high. Its 17 stars show niche enthusiasm; there is no commercialization path, and the risks are Nintendo copyright takedowns and difficult patch maintenance. #Games #Game Porting #Reverse Engineering

Patch and files related to the Super Mario RPG Demake project, which adds content exclusive to the Super Mario RPG Remake to the SNES version

AnAxemRangerLanguage unknown★17
D soldiermc Ports a TF2 Soldier character into a Minecraft Fabric mod. This game mod crossover is limited to players of both games; 12 stars show small-circle interest, the path is mod sponsorship or marketplaces, and risks are copyright and maintenance cost. #Games #Game Dev #minecraft #tf2

TF2 Soldier for Minecraft 26.2 (Fabric)

blackwithersteveJava★12
D KyThuatUAV_ESP32_FC A Vietnamese-language repo for ESP32 drone flight-controller development with only a one-line intro and no wiring diagrams, firmware notes or flight logs, so outsiders can't judge reproducibility. Mature open-source flight controllers already exist; this looks more like personal research or course notes. #Embedded #Robotics #Hardware

nghiên cứu và phát triển bộ điều khiển bay drone dựa trên esp32

quymom941478C++★24
D softie-webgpu A decompression mini-app written with WebGPU whose selling point is cuteness, not solving a specific problem. The code may have some rendering reference value, but there are too many similar toy demos, and there's nothing to take away after viewing. #Web Frontend #GPU #AI

A cute little stress-relief app made with GPT6 Astra: Softie

yuanyang749JavaScript★16
D Real2Sim_GPT6_ASTRA A repository with no documentation at all; the name suggests Real2Sim sim-to-real transfer code, but dependencies, inputs, outputs and reproduction steps are invisible. Thirty-two stars look like short-term attention rather than usage evidence, and value can't be judged within ten minutes. #ML Research #Robotics #Science

hku-sailPython★32
D awesome-startup-launch-directories Another list of startup launch channels, with DR rankings and dofollow flags, making it a resource-list content repo. The information is time-sensitive and its accuracy can't be verified, so it isn't a tool. #Marketing #Learning #Data Analysis

DR-ranked list of startup launch directories, with prices and dofollow/nofollow data for each.

mukund1158JavaScript★12
D omarchy-stormtrooper-theme A stormtrooper color theme for the Omarchy desktop, roughly the scale of a CSS change, aimed only at users of this Hyprland setup. Fine as a personal aesthetic share, but not worth ten minutes of study. #UI Design #Linux #omarchy

The Stormtrooper Theme brings a refined, weathered armor aesthetic to the Omarchy desktop environment.

techaerisCSS★10
D CS2-Steam-Logon-Disconnect-Exploit This is a CS2 server exploit that can forge VAC bans and cause matches to be cancelled, a purely malicious use that undermines fair play. Its 9 stars show underground community interest; there is no commercialization path and legal risk is high. #Exploits #Game Cheats #Anti-Cheat

Server.dll exploit allowing user control of server disconnect value, leading to arbitrary disconnect reasons from the client, can be used to force cancel matches by causing a fake vac ban.

ChrissucksC++★9
D wg-admin A Python repository with no documentation; the name suggests a WireGuard management panel, but features, deployment and permission model are unstated. Similar panels already exist, and without docs there's no reason to open it. #Network Security #Self-Hosted #DevOps

logimaxxPython★12
D equal-earth An HTML repository with no written description; the name suggests Earth visualization, but implementation approach, dependencies and usage are all invisible. Not evaluable—skip. #3D #Science #Web Frontend

kuboonHTML★10
D HashSiphon A PowerShell repository with no documentation; the name suggests hash extraction, but neither purpose nor authorization boundaries are stated. Credential-harvesting tools without context default to high risk, so this isn't recommended. #Reverse Engineering #Secrets #Windows

ivancabrera02PowerShell★13
D CS2-Internal-Cheat-Research A CS2 internal cheat project explicitly listing ESP, aimbot, bunnyhop and memory reading. Whether framed as educational or security research, what's actually delivered is cheat functionality—skip it outright. #Game Cheats #Reverse Engineering #Games #Anti-Cheat

CS2 internal cheat research project exploring ESP, aimbot, bunnyhop, game memory, entity systems, input processing, rendering, and reverse engineering concepts for educational and security research.

john-nlab1993p7Language unknown★18
D steam-lua-tools Under the guise of a Steam Lua tool, it actually provides family-sharing bypasses, fake AppIDs and manifest downloads—a typical piracy toolkit. The keyword-stuffed description shows the author only wants search traffic. #Piracy #Games #steam

steam lua tools luatools opensteamtool millennium plugin github slssteam accela linux gaming steam deck utility fakeappid family sharing bypass steam manifest download Download:🡇

luatoolssteamC++★10
D Meccha-Chameleon-Auto-Painter A game tool with ESP, aimbot, and god mode. This is cheating software; 21 stars show niche underground demand, but legal risk is high and there is no commercialization possibility. #Game Cheats #Anti-Cheat

Meccha Chameleon Auto Painter - tool with ESP, aim assist, movement controls, Auto Paint, God Mode, FOV changer and gameplay utilities for Windows.

cutebirdsloverLanguage unknown★21
D unik-farm A Python repository with an empty description; the name points to batch account or idle-farming operations, but no documentation explains purpose or boundaries. Such scripts often skirt platform rules, and without information it's not recommended. #Automation #Games #E-commerce

madmouse17Python★10
D xxd-panel-152 An empty shell panel repo with no README; only the name hints it is some kind of web admin panel. With no feature description, deployment instructions or screenshots, its value can't be assessed. #Self-Hosted #DevOps #Networking

nevertodayPython★24
D paladins-mod-menu A Paladins cheat menu centered on highlighting enemies and invincibility, with anti-ban claims. This is cheat distribution and is excluded outright. #Game Cheats #Games #Anti-Cheat

Get a huge advantage in Paladins with Crystalix! Light up all the players on the battlefield and become invincible. Reliable protection against detection by anti-c. Check out the features and join our…

patrking1386Language unknown★29
D ArxivAgent A name with no description; the repo name suggests an arXiv paper-related agent, but it's unclear what it does, how to run it, or who it's for. Paper-assistant projects are already numerous, and no usability judgment is possible here. #LLMs #AI Agents #Science

wen1207Python★14
D connect-skill The repository has no description; from the name it's some kind of Agent skill connection package. With agent-skills flooding the space, a repo that can't explain its capability boundaries or invocation method isn't worth the time. #Agent Skills #AI Agents #MCP

yaohui325Python★17
D palworld-hack-2026-pal-trainer-toolkit Another Palworld tool wrapped in a Hack title, with a feature list of normal guide content like tracking, breeding and base planning. Most likely template-based bulk publishing—skip. #Game Cheats #Games #Anti-Cheat

Palworld Hack themed PC toolkit for Pal tracking, breeding, base planning, resource management, character progression, combat analytics, mods and exploration.

milewalker-64Language unknown★20
D warframe-mod-menu A Warframe cheat menu distribution page full of emoji and undetected promises, with no technical explanation or scope. Skip it. #Game Cheats #Games #Anti-Cheat

Latest Warframe Cheats 🚀 Undetected Mods and Game Enhancements 🎮

patrick5003Language unknown★20
D PSDMaker-A An undocumented Python repo whose name suggests batch PSD generation. With no visible feature scope and no sample output, it's impossible to tell whether it beats existing scripts. #Images #UI Design #Automation

potechitakusanPython★9
D league-of-legends-hack-2026-combat-toolkit Titled as a LoL cheat, the body lists normal features like builds, replays and last-hit training—a typical use of cheat keywords to fish for traffic. Neither a real cheat nor a good tool. #Game Cheats #Games #Anti-Cheat

League of Legends Hack 2026 themed LoL toolkit for champion builds, combat analytics, replay review, vision tracking, CS training, jungle planning and match analysis.

m-vasquez-3596Language unknown★10
D minecraft-bedrock-hacked-client-2026-pvp-toolkit Named as a cheat client but containing neutral features like PvP training and key configuration—clearly a repository riding search keywords. It has no technical substance and no depth of explanation. #Game Cheats #Games #Anti-Cheat

Minecraft Bedrock Hacked Client themed toolkit for Bedrock and Java PvP training, client-style utilities, combat analytics, keybind profiles, world tools and mod management.

melissa-parker19Language unknown★11
D dota-2-hacks-2026-ranked-strategy-toolkit The title claims a Dota 2 cheat, but the content is actually item-build, draft and replay tools, reskinned from the same template as several repos in the same batch. It is neither a cheat nor a useful tool. #Game Cheats #Games #Anti-Cheat

Dota 2 Hacks themed MOBA toolkit for hero builds, drafting, last-hit training, replay analysis, item timings, map strategy, MMR tracking and ranked improvement

n-adams1155Language unknown★10
D Valorant-mod-menu An openly labeled Valorant aimbot and ESP menu full of undetected-style promises. This is cheat distribution and is excluded outright. #Game Cheats #Games #Anti-Cheat

Unlock undetected Valorant aimbot v2 with silent aim + esp and wh, bone selector, FOV control, and smooth aiming. Updated for 2026.

p-white-5507Language unknown★10
D phasmophobia-hack-2026-ghost-investigation-toolkit One of a batch of template repos: it carries the name of a Phasmophobia cheat but lists note-taking features like evidence tracking and equipment management. The description contradicts the title and there is no code value. #Game Cheats #Games #Anti-Cheat

Phasmophobia Hack 2026 themed PC toolkit for ghost identification, evidence tracking, investigation planning, equipment management, map notes and contract analytics.

naomig-6453Language unknown★11
D galaxy-fortnite-swapp A Fortnite all-in-one menu with skin changer, aimbot and ESP, its description full of asterisks and promotional lines. This is cheat distribution; skip it. #Game Cheats #Games #Anti-Cheat

⭐️ Saturn Galaxy FN SWAPPER | Fortnite Aimbot ESP WH | Triggerbot NoRecoil Glow | Skin Changer Menu | Auto Farm Trainer | Menu | Latest Build 2026 | Windows 10/11 PC ⭐️

pricej-4689Language unknown★18
D crossfire-mod-menu A Cheat Engine table for CrossFire offering ESP, aimbot, no recoil and memory scanning. It only serves players looking for an edge in competitive games, creates no value, comes from an untrustworthy source, and carries risks of bans and bundled malware. #Game Cheats #Crack #Games

Cheat Engine table companion for CrossFire (Smilegate Entertainment, online tactical FPS, 2007). Provides wallhack, aimbot, no recoil, speed hack, ghost mode detection, and weapon stats modifier. Feat…

quinncook39Language unknown★10
D AxiomCAD No description or instructions; only the name hints at something CAD-related. The same author published several Axiom* repos within two days, looking more like batch placeholders than assessable projects. #3D #Web Frontend

wieslawsoltesJavaScript★12
D AxiomPlant This repository has no description, so it's unclear whether it's factory modeling, plant simulation, or something else. It appeared alongside the same author's AxiomCAD and AxiomStudio, so treat it as a placeholder repo. #3D #UI Design

wieslawsoltesHTML★14
D Gridline No description or docs, yet it gathered a dozen-plus stars within half a day, appearing the same day as the author's other new repos. With no readable information, it may be a placeholder pushed up with the same batch. #Web Frontend #UI Design

wieslawsoltesJavaScript★19
D affinity-photo-2026 The title says Affinity Photo, but the body is a single line stating it is commercial photo-editing software, a typical pirated or activation-resource repo. It is neither honest nor worth opening. #Piracy #Crack #Images

Affinity Photo Pro is a proprietary application designed for editing and retouching photos.

pame-campbell94Language unknown★10
D AxiomStudio Also undescribed, the name hints at some kind of creation or modeling workbench, but there's no functionality, startup instructions, or screenshots. Like the other Axiom repos in this batch, its value can't be judged. #3D #Editors

wieslawsoltesHTML★13
D .github CS2 cheat claiming wallhack, aimbot, and radar. It breaks game fairness and violates the terms of service; 42 stars show underground demand, but legal risk is very high and there is no commercialization path. #Game Cheats #Anti-Cheat #Exploits

Premium CS2 cheat with advanced features for maximum advantage. Undetected, regularly updated, and optimized for the latest game version. Includes aimbot, wallhack, radar, and many more useful tools.

Cs2-Aimbot-gc2Language unknown★42
D Rust-No-Recoil-ESP-Tracker A cheat suite for Rust with a description full of ESP, no-recoil and "ultimate mod" wording. With no technical explanation and no credible source, it is a typical cheat-distribution repo; stay away. #Game Cheats #Crack #Games

Ultimate Rust Hack Suite 2026 - Modding & Visuals for Rust Game

stette2C++★20
D FiveM-Respocket-AIO-Soft The description is only "Best Software For FiveM Yet", with no explanation of what it does or how to use it. FiveM server bundles and cheat distribution are a hotspot for this; such a repo is neither assessable nor worth downloading. #Game Cheats #Crack #Games

Best Software For FiveM Yet

tyt0001C++★20
D hoi4-all-dlc-unlocker A DLC unlock guide for Hearts of Iron IV, essentially bypassing payment to get content, with a title full of emoji. It is neither legal nor technically valuable and shouldn't appear on any list. #Piracy #Games #Crack

Hearts of Iron IV DLC Unlocker Guide 🔓🕹️

vampircxC++★20
D rivals-scr-menu A script-cheat repo whose title claims "450k downloads" and "updated through September 2026", unverifiable marketing, while the actual content is just a list of cheat features. Such repos bait search with keywords and offer no technical reference. #Game Cheats #Crack #Scams

BEST Rivals Script with Silent Aim, Ragebot, ESP, & God mode. NO KEY required. 450K+ downloads. AI bullet prediction! Updated Sept 2026.

quinngordon-96Language unknown★16
D Multichain-Drainer-Tool A multi-chain wallet drainer whose function is to automatically empty USDT, ETH, SOL and other balances. This is an explicit criminal tool, rated at the lowest tier with no recommendation. #Scams #Crypto #Blockchain

An automated MultiChain wallet drain utility for USDT ETH SOLANA BTC LTC BNB ETC Trc20 trx... tokens bot

phasegovernorsparkLanguage unknown★21
D among-us-mod-menu The description is just "Among Us Mod Menu", with no explanation of what it changes or how to use it. It is a cheat repo riding the game's name for search traffic, neither assessable nor worth downloading. #Game Cheats #Crack #Games

Among Us Mod Menu

raymondhill99Language unknown★20

Show HN 5

Show HN: Engrim – A universal, local-first SQLite memory engine for AI CLIs

Show HN

Engrim is a local-first SQLite memory engine for AI CLIs, solving LLM context persistence. HN's 90 points show strong developer demand; SQLite fits privacy and offline use, but memory formats are fragmented and larger agent frameworks may absorb it.

#AI #LLMs #Databases #CLI

▲90

Show HN: GET Together – A social network where you don't need POST to Post

Show HN

GET Together proposes a social network where posting needs no POST, a novel angle; HN's 106 points reflect curiosity about decentralized social. It must solve content distribution and abuse, and the no-POST model may limit expression with no differentiation barrier.

#Social #Productivity

▲106

Show HN: Wg-admin – web UI for an existing WireGuard host

Show HN

wg-admin gives existing WireGuard hosts a web UI, reading and writing /etc/wireguard and applying changes with wg syncconf to avoid interface restarts. HN's 32 points show network engineer approval; risks are WireGuard's own simple configuration and security exposure.

Reads /etc/wireguard, lets you add/edit/remove peers, applies with wg syncconf (no interface bounce). Does not install WireGuard or rewrite your PostUp/NAT. That's all

#Networking #Self-Hosted #DevOps

▲32

Show HN: HomeCat – Design your backyard office

Show HN

HomeCat designs backyard offices and automatically generates compliant building plans, lowering the barrier to self-built design; 39 HN points reflect practical demand. The biggest risk is regional compliance variation, and chat-style design struggles with engineering details.

Hey HN! Ilya and Nikita here. We’re building HomeCat, a tool that lets you design a backyard office space - https://myhomecat.com We started out by helping people design sheds, and quickly realized th…

#Productivity #UI Design #Web Frontend

▲39

Show HN: Isle – managed application environments for computer-use agents

Show HN

Isle provides hosted application environments for computer-use agents, solving isolation and dependency issues during task execution. 12 points is early but promising; the path is agent infrastructure billed per environment, but the ecosystem is immature and it competes with container solutions.

#AI Agents #DevOps

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