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📦 codag-megalith/codag-visualizer
Visualize Your AI Workflows Instantly
Codag is the visualizer that finally lets you see exactly how your AI code works by mapping complex LLM workflows into interactive graphs directly inside your editor. It analyzes your entire codebase to detect API calls, decision branches, and processing steps, solving the frustration of manually tracing nested tool calls or multi-agent pipelines. With support for major frameworks and languages, it updates your workflow maps in real-time as you edit and links every node back to your specific lines of source code. Master your agent logic today by giving your AI architecture the clarity it truly deserves.
🆔 @hackernewsgithubprojects
Visualize Your AI Workflows Instantly
Codag is the visualizer that finally lets you see exactly how your AI code works by mapping complex LLM workflows into interactive graphs directly inside your editor. It analyzes your entire codebase to detect API calls, decision branches, and processing steps, solving the frustration of manually tracing nested tool calls or multi-agent pipelines. With support for major frameworks and languages, it updates your workflow maps in real-time as you edit and links every node back to your specific lines of source code. Master your agent logic today by giving your AI architecture the clarity it truly deserves.
🆔 @hackernewsgithubprojects
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📦 itsthelore/wayfinder-router
Stop Overpaying for LLMs with Wayfinder
Wayfinder is the deterministic CLI tool that optimizes your AI costs by routing prompts to the right model size. It analyzes prompt structure and wording to decide instantly whether a request needs a small local model or a powerful cloud alternative. By eliminating the need for extra model calls or expensive API checks to determine routing, it ensures your decisions are entirely offline and sub-millisecond. You can easily calibrate it to your specific traffic and integrate it with any OpenAI-compatible client. Start using Wayfinder to automatically shift cheap tasks to local hardware and save your budget for the hard stuff.
📰 https://news.ycombinator.com/item?id=48704373
🆔 @hackernewsgithubprojects
Stop Overpaying for LLMs with Wayfinder
Wayfinder is the deterministic CLI tool that optimizes your AI costs by routing prompts to the right model size. It analyzes prompt structure and wording to decide instantly whether a request needs a small local model or a powerful cloud alternative. By eliminating the need for extra model calls or expensive API checks to determine routing, it ensures your decisions are entirely offline and sub-millisecond. You can easily calibrate it to your specific traffic and integrate it with any OpenAI-compatible client. Start using Wayfinder to automatically shift cheap tasks to local hardware and save your budget for the hard stuff.
📰 https://news.ycombinator.com/item?id=48704373
🆔 @hackernewsgithubprojects
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📦 johannesjo/parallel-code
Run AI Coding Agents in Parallel with Git Worktrees
Dispatch multiple AI coding agents simultaneously by running them in isolated git worktrees. This open-source desktop application lets you deploy tools like Claude Code, Codex, and Gemini side by side without sequence blocking or version conflicts. It automatically sets up separate branches and directories for every task, allowing you to review diffs and merge successful changes while discarding others from a single unified interface. With keyboard-first controls and real-time progress monitoring, it streamlines complex development workflows by keeping your environment organized. Enhance your coding productivity by testing different agents on the same project in one afternoon.
🆔 @hackernewsgithubprojects
Run AI Coding Agents in Parallel with Git Worktrees
Dispatch multiple AI coding agents simultaneously by running them in isolated git worktrees. This open-source desktop application lets you deploy tools like Claude Code, Codex, and Gemini side by side without sequence blocking or version conflicts. It automatically sets up separate branches and directories for every task, allowing you to review diffs and merge successful changes while discarding others from a single unified interface. With keyboard-first controls and real-time progress monitoring, it streamlines complex development workflows by keeping your environment organized. Enhance your coding productivity by testing different agents on the same project in one afternoon.
🆔 @hackernewsgithubprojects
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📦 tmdgusya/engineering-discipline
Automate Engineering Discipline in AI Coding Agents
Integrate structured engineering workflows into your AI coding agents to ensure every request moves from a vague idea to a verified, high-quality implementation. This project provides a chained skill system that automatically routes tasks based on complexity, forcing agents to clarify scopes, craft executable plans, and perform independent validation. It handles everything from small bug fixes using systematic debugging to multi-day projects requiring milestone orchestration and checkpoint recovery. By enforcing strict engineering protocols like information-isolated reviews and cleanup, you gain a more reliable, stable coding assistant that treats development with true technical discipline.
🆔 @hackernewsgithubprojects
Automate Engineering Discipline in AI Coding Agents
Integrate structured engineering workflows into your AI coding agents to ensure every request moves from a vague idea to a verified, high-quality implementation. This project provides a chained skill system that automatically routes tasks based on complexity, forcing agents to clarify scopes, craft executable plans, and perform independent validation. It handles everything from small bug fixes using systematic debugging to multi-day projects requiring milestone orchestration and checkpoint recovery. By enforcing strict engineering protocols like information-isolated reviews and cleanup, you gain a more reliable, stable coding assistant that treats development with true technical discipline.
🆔 @hackernewsgithubprojects
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📦 publicdotcom/publicdotcom-mcp-server
Trade Stocks With AI Using the Public.com MCP Server
The Public.com MCP Server is the Model Context Protocol implementation that finally lets your AI assistant directly manage your brokerage account. By wrapping the official trading API, this tool enables you to execute trades for stocks, crypto, and options using simple natural language commands. You can verify your portfolio, pull real-time market quotes, and place complex multi-leg orders without ever leaving your AI interface. It bridges the gap between your investments and intelligent automation by exposing read-only data and secure execution capabilities as standardized tools. Connect your account today to experience a more conversational approach to modern market trading.
🆔 @hackernewsgithubprojects
Trade Stocks With AI Using the Public.com MCP Server
The Public.com MCP Server is the Model Context Protocol implementation that finally lets your AI assistant directly manage your brokerage account. By wrapping the official trading API, this tool enables you to execute trades for stocks, crypto, and options using simple natural language commands. You can verify your portfolio, pull real-time market quotes, and place complex multi-leg orders without ever leaving your AI interface. It bridges the gap between your investments and intelligent automation by exposing read-only data and secure execution capabilities as standardized tools. Connect your account today to experience a more conversational approach to modern market trading.
🆔 @hackernewsgithubprojects
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📦 vibheksoni/stealth-browser-mcp
stealth-browser-mcp
Bypass aggressive antibot systems like Cloudflare and grab pixel-perfect UI clones using your favorite AI chat. By running stealth-browser-mcp, your AI agent gains a massive ninety-seven-tool arsenal powered by nodriver and Chrome DevTools Protocol. It lets the AI write dynamic Python network hooks on the fly, intercept API payloads, and extract elements with over three hundred CSS properties, DOM structures, and raw assets intact. It even runs in a minimal twenty-tool mode to keep your chat clean. Fire up this server to give your AI actual stealth browsing superpower.
🆔 @hackernewsgithubprojects
stealth-browser-mcp
Bypass aggressive antibot systems like Cloudflare and grab pixel-perfect UI clones using your favorite AI chat. By running stealth-browser-mcp, your AI agent gains a massive ninety-seven-tool arsenal powered by nodriver and Chrome DevTools Protocol. It lets the AI write dynamic Python network hooks on the fly, intercept API payloads, and extract elements with over three hundred CSS properties, DOM structures, and raw assets intact. It even runs in a minimal twenty-tool mode to keep your chat clean. Fire up this server to give your AI actual stealth browsing superpower.
🆔 @hackernewsgithubprojects
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📦 joeynyc/hermes-skins
hermes-skins
You can transform your Hermes command line interface from a standard terminal into a customized visual experience using hermes-skins. This project provides a collection of stylized themes that modify banner colors, response box labels, and custom ASCII art without altering the AI's core behavior. You can activate themes like the retro green phosphor Vault-Tec terminal, a pink-and-cyan Neonwave perspective grid, or the MS-DOS Norton Commander layout with its classic F-key shortcut bar. Customizing your setup is as simple as placing a single YAML file in your local directory to define your own hex colors, thinking verbs, and custom loading spinner faces. It is a brilliant way to bring classic computing...
🆔 @hackernewsgithubprojects
hermes-skins
You can transform your Hermes command line interface from a standard terminal into a customized visual experience using hermes-skins. This project provides a collection of stylized themes that modify banner colors, response box labels, and custom ASCII art without altering the AI's core behavior. You can activate themes like the retro green phosphor Vault-Tec terminal, a pink-and-cyan Neonwave perspective grid, or the MS-DOS Norton Commander layout with its classic F-key shortcut bar. Customizing your setup is as simple as placing a single YAML file in your local directory to define your own hex colors, thinking verbs, and custom loading spinner faces. It is a brilliant way to bring classic computing...
🆔 @hackernewsgithubprojects
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📦 mit-spark/daaam
Daaam
Build 3D Dynamic Scene Graphs on the fly with real-time semantic descriptions for robots. By combining SAM segmentation with BotSort tracking, this system continuously labels objects in 3D space. It solves the massive computational bottleneck of querying heavy multimodal models for every single camera frame. Instead of redundant calls, its assignment service runs a mixed-integer program to select only the most salient, non-overlapping frames before prompting a Describe Anything Model. You get highly accurate spatial-temporal memory without choking your hardware. Grab a ROS 2 workspace, hook up a depth camera, and let your robot map and understand its environment dynamically.
🆔 @hackernewsgithubprojects
Daaam
Build 3D Dynamic Scene Graphs on the fly with real-time semantic descriptions for robots. By combining SAM segmentation with BotSort tracking, this system continuously labels objects in 3D space. It solves the massive computational bottleneck of querying heavy multimodal models for every single camera frame. Instead of redundant calls, its assignment service runs a mixed-integer program to select only the most salient, non-overlapping frames before prompting a Describe Anything Model. You get highly accurate spatial-temporal memory without choking your hardware. Grab a ROS 2 workspace, hook up a depth camera, and let your robot map and understand its environment dynamically.
🆔 @hackernewsgithubprojects
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📦 alisa0808/vibe-creating-skill
vibe-creating-skill
vibe-creating-skill is the open-source prompt-engineering skill that finally stops you from over-specifying technical camera parameters for video generation. Rather than cramming your prompts with useless lens sizes and shutter speeds, this portable agent skill translates your rough stories into model-ready prompts that focus entirely on emotion, tone, and visual anchors. It evaluates your input on three distinct axes, outputting a consistent four-part response containing a judgment, action, result, and notes. Compatible with agents like Claude Code, it prepares your concepts perfectly for text-to-video engines like Seedance. Try feeding your raw ideas to vibe-creating-skill and let the AI handle the heavy visual rendering.
🆔 @hackernewsgithubprojects
vibe-creating-skill
vibe-creating-skill is the open-source prompt-engineering skill that finally stops you from over-specifying technical camera parameters for video generation. Rather than cramming your prompts with useless lens sizes and shutter speeds, this portable agent skill translates your rough stories into model-ready prompts that focus entirely on emotion, tone, and visual anchors. It evaluates your input on three distinct axes, outputting a consistent four-part response containing a judgment, action, result, and notes. Compatible with agents like Claude Code, it prepares your concepts perfectly for text-to-video engines like Seedance. Try feeding your raw ideas to vibe-creating-skill and let the AI handle the heavy visual rendering.
🆔 @hackernewsgithubprojects
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📦 walter-grace/mac-code
mac-code
You can now run a thirty-five billion parameter AI agent on a standard sixteen gigabyte Mac mini at thirty tokens per second without paying a dime in API fees. The mac-code project achieves this by running local models like Qwen three point five entirely on Apple Silicon. It features an innovative flash streaming architecture that pins critical attention weights in RAM while streaming massive feed-forward network weights directly from your SSD on a layer-by-layer basis. By bypassing the macOS page cache and utilizing expert-level streaming for mixture-of-experts models, it keeps memory usage completely flat. This gives you a private, zero-cost coding assistant right in your terminal.
🆔 @hackernewsgithubprojects
mac-code
You can now run a thirty-five billion parameter AI agent on a standard sixteen gigabyte Mac mini at thirty tokens per second without paying a dime in API fees. The mac-code project achieves this by running local models like Qwen three point five entirely on Apple Silicon. It features an innovative flash streaming architecture that pins critical attention weights in RAM while streaming massive feed-forward network weights directly from your SSD on a layer-by-layer basis. By bypassing the macOS page cache and utilizing expert-level streaming for mixture-of-experts models, it keeps memory usage completely flat. This gives you a private, zero-cost coding assistant right in your terminal.
🆔 @hackernewsgithubprojects
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📦 agricidaniel/claude-repurpose
Automate Content Repurposing with Claude Code
Claude Repurpose is a specialized engine for Claude Code that transforms a single piece of content into over ten platform-optimized posts in seconds. By automatically extracting key insights, quotes, and statistics from YouTube videos, blog posts, or local files, it distributes your message across six parallel AI agents to ensure every output feels native to platforms like LinkedIn, Twitter, and TikTok. It goes beyond simple cross-posting by adapting character limits, formatting, and hooks based on current algorithmic benchmarks. This tool helps creators, marketers, and solopreneurs scale their reach efficiently, saving hours of manual labor while maintaining professional, high-engagement content standards.
🆔 @hackernewsgithubprojects
Automate Content Repurposing with Claude Code
Claude Repurpose is a specialized engine for Claude Code that transforms a single piece of content into over ten platform-optimized posts in seconds. By automatically extracting key insights, quotes, and statistics from YouTube videos, blog posts, or local files, it distributes your message across six parallel AI agents to ensure every output feels native to platforms like LinkedIn, Twitter, and TikTok. It goes beyond simple cross-posting by adapting character limits, formatting, and hooks based on current algorithmic benchmarks. This tool helps creators, marketers, and solopreneurs scale their reach efficiently, saving hours of manual labor while maintaining professional, high-engagement content standards.
🆔 @hackernewsgithubprojects
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📦 kyutai-labs/pocket-tts
pocket-tts
This lightweight text-to-speech model runs entirely on your CPU and starts generating audio in just two hundred milliseconds. Called pocket-tts, it squeezes a high-quality speech synthesizer into a tiny one-hundred-million parameter footprint that uses only two CPU cores. Instead of relies on heavy GPUs or slow web APIs, you can run voice cloning and streaming audio locally at six times real-time speed on a basic MacBook Air. Under the hood, it pairs a transformer-based flow language model with the Mimi neural audio codec to synthesize natural speech. It is a brilliant piece of local-first engineering that makes on-device speech synthesis incredibly accessible.
🆔 @hackernewsgithubprojects
pocket-tts
This lightweight text-to-speech model runs entirely on your CPU and starts generating audio in just two hundred milliseconds. Called pocket-tts, it squeezes a high-quality speech synthesizer into a tiny one-hundred-million parameter footprint that uses only two CPU cores. Instead of relies on heavy GPUs or slow web APIs, you can run voice cloning and streaming audio locally at six times real-time speed on a basic MacBook Air. Under the hood, it pairs a transformer-based flow language model with the Mimi neural audio codec to synthesize natural speech. It is a brilliant piece of local-first engineering that makes on-device speech synthesis incredibly accessible.
🆔 @hackernewsgithubprojects
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📦 bayramannakov/claude-reflect
claude-reflect
Your Claude Code CLI can now automatically learn from its mistakes and remember your preferences forever. The claude-reflect plugin uses a hybrid system of real-time regex matching and semantic AI validation to capture your corrections, positive feedback, and workflow patterns directly from your terminal sessions. Instead of repeating instructions, these captured learnings are automatically queued, reviewed, and synced into your CLAUDE.md files and memory rules. It even analyzes your session history to discover repeating tasks and draft custom reusable commands for you. Install claude-reflect to build a permanently smarter terminal assistant that adapts specifically to your development habits.
🆔 @hackernewsgithubprojects
claude-reflect
Your Claude Code CLI can now automatically learn from its mistakes and remember your preferences forever. The claude-reflect plugin uses a hybrid system of real-time regex matching and semantic AI validation to capture your corrections, positive feedback, and workflow patterns directly from your terminal sessions. Instead of repeating instructions, these captured learnings are automatically queued, reviewed, and synced into your CLAUDE.md files and memory rules. It even analyzes your session history to discover repeating tasks and draft custom reusable commands for you. Install claude-reflect to build a permanently smarter terminal assistant that adapts specifically to your development habits.
🆔 @hackernewsgithubprojects
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📦 kageroumado/adrafinil
Adrafinil
Your Mac can bypass clamshell sleep and run tasks with the lid closed only when an active AI agent is actually working. Standard tools like caffeinate keep your machine wired forever, draining your battery in your bag, but adrafinil is a clever eugeroic for macOS. It uses a tiny root helper to toggle system sleep rules dynamically when agents like Claude Code or Cursor start a task, then completely steps aside the moment they finish. To keep your laptop safe, it features a built-in thermal cutout that forces sleep if your machine starts cooking. Grab this tool to keep your background tasks running safely.
📰 https://news.ycombinator.com/item?id=48701512
🆔 @hackernewsgithubprojects
Adrafinil
Your Mac can bypass clamshell sleep and run tasks with the lid closed only when an active AI agent is actually working. Standard tools like caffeinate keep your machine wired forever, draining your battery in your bag, but adrafinil is a clever eugeroic for macOS. It uses a tiny root helper to toggle system sleep rules dynamically when agents like Claude Code or Cursor start a task, then completely steps aside the moment they finish. To keep your laptop safe, it features a built-in thermal cutout that forces sleep if your machine starts cooking. Grab this tool to keep your background tasks running safely.
📰 https://news.ycombinator.com/item?id=48701512
🆔 @hackernewsgithubprojects
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📦 fakechris/obsidian_vault_pipeline
Obsidian Vault Pipeline
Your local Obsidian vault is no longer just a collection of static files. obsidian_vault_pipeline transforms your notes into an auditable knowledge state runtime using local intelligence. Instead of just searching your files, this system runs six structured pipeline stages: it ingests raw inputs like Pinboard links, GitHub repositories, and web clippings, compiles them into structured claims, evidence, and relations, and resolves internal contradictions. It then projects this processed knowledge into dynamic reader atlas pages, interactive graph views, and a local web interface. It makes your notes active, connected, and completely traceable. Check out this clever local pipeline to make your vault think.
🆔 @hackernewsgithubprojects
Obsidian Vault Pipeline
Your local Obsidian vault is no longer just a collection of static files. obsidian_vault_pipeline transforms your notes into an auditable knowledge state runtime using local intelligence. Instead of just searching your files, this system runs six structured pipeline stages: it ingests raw inputs like Pinboard links, GitHub repositories, and web clippings, compiles them into structured claims, evidence, and relations, and resolves internal contradictions. It then projects this processed knowledge into dynamic reader atlas pages, interactive graph views, and a local web interface. It makes your notes active, connected, and completely traceable. Check out this clever local pipeline to make your vault think.
🆔 @hackernewsgithubprojects
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📦 nirdiamant/agent_memory_techniques
Agent Memory Techniques
Build smarter LLM agents that actually remember past conversations by exploring thirty runnable Jupyter notebooks filled with real Python code. The agent_memory_techniques repository solves the persistent problem of AI agents forgetting user context between sessions. It walks you through short-term conversation buffers, long-term vector stores, and cognitive structures like hierarchical memory layers. You can run code for advanced self-reflection patterns, episodic-to-semantic knowledge graph extraction with Graphiti, and frameworks like Mem0 or Letta. It is a highly practical playbook for anyone wanting to build personalized, long-lasting AI assistants that learn from every single interaction.
🆔 @hackernewsgithubprojects
Agent Memory Techniques
Build smarter LLM agents that actually remember past conversations by exploring thirty runnable Jupyter notebooks filled with real Python code. The agent_memory_techniques repository solves the persistent problem of AI agents forgetting user context between sessions. It walks you through short-term conversation buffers, long-term vector stores, and cognitive structures like hierarchical memory layers. You can run code for advanced self-reflection patterns, episodic-to-semantic knowledge graph extraction with Graphiti, and frameworks like Mem0 or Letta. It is a highly practical playbook for anyone wanting to build personalized, long-lasting AI assistants that learn from every single interaction.
🆔 @hackernewsgithubprojects
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📦 prithvi-web/treemap
TreeMap
Visualize all of your disk space to reclaim gigabytes of storage using interactive, color-coded squarified treemaps. This self-contained application runs locally on macOS, Windows, and Linux without any trackers or external dependencies. It features an eight-way concurrent disk scanner that maps out files and folders while offering smart cleanup suggestions for leftover system caches and build outputs. It even tracks historical snapshots to show exactly which directories grew since your last scan. Best of all, it deletes files safely through your native operating system trash so you can recover them at any time. Download the app today to master your machine's storage.
📰 https://news.ycombinator.com/item?id=48548995
🆔 @hackernewsgithubprojects
TreeMap
Visualize all of your disk space to reclaim gigabytes of storage using interactive, color-coded squarified treemaps. This self-contained application runs locally on macOS, Windows, and Linux without any trackers or external dependencies. It features an eight-way concurrent disk scanner that maps out files and folders while offering smart cleanup suggestions for leftover system caches and build outputs. It even tracks historical snapshots to show exactly which directories grew since your last scan. Best of all, it deletes files safely through your native operating system trash so you can recover them at any time. Download the app today to master your machine's storage.
📰 https://news.ycombinator.com/item?id=48548995
🆔 @hackernewsgithubprojects
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📦 vukrosic/llm-research-kit
Build and Train Your Own LLM with This Research Kit
LLM Research Kit is the high-performance codebase that finally provides a modular foundation for training and optimizing language models. Designed for researchers, this repository includes everything needed to test new transformer architectures, experiment with advanced optimizers like Muon, and conduct full pretraining runs on one or more GPUs. The toolkit features a flexible configuration system, pre-built training scripts, and a robust benchmark suite for evaluating models on commonsense reasoning tasks. By simplifying the pipeline from data download to performance analysis, this project gives you the structured environment necessary to iterate quickly and master modern AI research.
🆔 @hackernewsgithubprojects
Build and Train Your Own LLM with This Research Kit
LLM Research Kit is the high-performance codebase that finally provides a modular foundation for training and optimizing language models. Designed for researchers, this repository includes everything needed to test new transformer architectures, experiment with advanced optimizers like Muon, and conduct full pretraining runs on one or more GPUs. The toolkit features a flexible configuration system, pre-built training scripts, and a robust benchmark suite for evaluating models on commonsense reasoning tasks. By simplifying the pipeline from data download to performance analysis, this project gives you the structured environment necessary to iterate quickly and master modern AI research.
🆔 @hackernewsgithubprojects
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📦 sybil-solutions/local-studio
Local Studio
Launch, manage, and run your self-hosted LLMs right from your own machine with a unified control panel. local-studio bridges the gap between raw inference engines and a clean user experience by giving you a centralized Bun and Hono controller that directly coordinates backends like llama.cpp, vLLM, SGLang, and MLX. You can monitor live GPU metrics, spin up a Pi coding agent session, and deploy models locally or on a remote GPU server. With its Next.js frontend, terminal TUI, and desktop Electron shell, you get complete authority over your self-hosted AI stack. Grab your models and run them your way.
🆔 @hackernewsgithubprojects
Local Studio
Launch, manage, and run your self-hosted LLMs right from your own machine with a unified control panel. local-studio bridges the gap between raw inference engines and a clean user experience by giving you a centralized Bun and Hono controller that directly coordinates backends like llama.cpp, vLLM, SGLang, and MLX. You can monitor live GPU metrics, spin up a Pi coding agent session, and deploy models locally or on a remote GPU server. With its Next.js frontend, terminal TUI, and desktop Electron shell, you get complete authority over your self-hosted AI stack. Grab your models and run them your way.
🆔 @hackernewsgithubprojects
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📦 metalogico/issued
Host Your Own Personal Comic Library Server
Issued acts as a fast, self-hosted server that transforms any folder of digital comics into an organized library accessible from your web browser or mobile reader. It supports common formats like CBZ, CBR, and PDF while automatically extracting metadata and generating thumbnail previews for your collection. You can either use the built-in web reader to browse and read directly in your browser or connect your favorite OPDS-compatible mobile app to read on the go. The server handles automatic file monitoring for new issues, giving you a centralized way to track your reading progress and manage ongoing series.
🆔 @hackernewsgithubprojects
Host Your Own Personal Comic Library Server
Issued acts as a fast, self-hosted server that transforms any folder of digital comics into an organized library accessible from your web browser or mobile reader. It supports common formats like CBZ, CBR, and PDF while automatically extracting metadata and generating thumbnail previews for your collection. You can either use the built-in web reader to browse and read directly in your browser or connect your favorite OPDS-compatible mobile app to read on the go. The server handles automatic file monitoring for new issues, giving you a centralized way to track your reading progress and manage ongoing series.
🆔 @hackernewsgithubprojects