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Sunday, February 15, 2026

Show HN: An open-source extension to chat with your bookmarks using local LLMs https://ift.tt/tkZJcod

Show HN: An open-source extension to chat with your bookmarks using local LLMs I read a lot online and constantly bookmark articles, docs, and resources… then forget why I saved them. Also was very bored on Valentines, so I built a browser extension that lets you chat with your bookmarks directly, using local-first AI (WebLLM running entirely in the browser). The extension downloads and indexes your bookmarked pages, stores them locally, and lets you ask questions. No server, no cloud processing, everything stays on your machine. Very early but it works and planning to add a bunch of stuff. Did I mentioned is open-source, MIT licensed? https://ift.tt/a35fs28 February 16, 2026 at 12:01AM

Show HN: Ingglish – What if English spelling made sense? https://ift.tt/SxrCktj

Show HN: Ingglish – What if English spelling made sense? My 5-year-old is learning to read and I keep having to say "yeah sorry, that letter is silent" and "no, those letters make a different sound in this word." So I built Ingglish — English where every letter always makes the same sound. "ough" alone makes 6 different sounds (though, through, rough, cough, thought, bough). In Ingglish, every letter has one sound, no silent letters, no exceptions. - Paste text to see it translated instantly - Translate any webpage while preserving its layout - Chrome extension to browse the web in Ingglish - Fully reversible — Ingglish text can be converted back to standard English (minus homophones) The core translator, DOM integration, and website are all open source: https://ift.tt/Dh0go9v I'd love your feedback! Thanks. https://ingglish.com February 15, 2026 at 11:33PM

Saturday, February 14, 2026

Show HN: I built a concurrent BitTorrent engine in Go to master P2P protocols https://ift.tt/4i5SHpV

Show HN: I built a concurrent BitTorrent engine in Go to master P2P protocols I’ve always used BitTorrent, but I never understood the complexity of peer-to-peer orchestration until I tried to build it from scratch. I wanted to move beyond simple "Hello World" projects and tackle something that involved real-world constraints: network latency, data poisoning, and the "Slow Peer Problem." Key Technical Challenges I Solved: Non-Blocking Concurrency: Used a worker pool where each peer gets its own Goroutine. I implemented a "Stateless Worker" logic where if a peer fails a SHA-1 hash check or drops the connection, the piece is automatically re-queued into a thread-safe channel for other peers to pick up. Request Pipelining: To fight network RTT, I implemented a pipeline depth of 5. The client dispatches multiple 16KB block requests without waiting for the previous one to return, ensuring the bandwidth is fully saturated. The Binary Boundary: Dealing with Big-Endian logic and the 68-byte binary handshake taught me more about encoding/binary and byte-alignment than any textbook could. Zero-Trust Data Integrity: Every 256KB piece is verified against a "Golden Hash" using crypto/sha1 before being written to disk. If a single bit is off, the data is purged. The Specification: I’ve documented the full spec in the README, covering: Reflection-based Bencode Parsing. Compact Tracker Discovery (BEP-0023). The Choke/Unchoke Protocol State Machine. Data Granularity (Pieces vs. Blocks). Repo: https://ift.tt/mJp5aU0 I’d love to get feedback from the community on my concurrency model and how I handled the peer lifecycle. February 14, 2026 at 11:14PM

Show HN: Trained YOLOX from scratch to avoid Ultralytics (iOS aircraft detect) https://ift.tt/r0T19UD

Show HN: Trained YOLOX from scratch to avoid Ultralytics (iOS aircraft detect) https://ift.tt/peFaYym February 14, 2026 at 09:40PM

Friday, February 13, 2026

Show HN: Moltis – AI assistant with memory, tools, and self-extending skills https://ift.tt/ux0gyJA

Show HN: Moltis – AI assistant with memory, tools, and self-extending skills Hey HN. I'm Fabien, principal engineer, 25 years shipping production systems (Ruby, Swift, now Rust). I built Moltis because I wanted an AI assistant I could run myself, trust end to end, and make extensible in the Rust way using traits and the type system. It shares some ideas with OpenClaw (same memory approach, Pi-inspired self-extension) but is Rust-native from the ground up. The agent can create its own skills at runtime. Moltis is one Rust binary, 150k lines, ~60MB, web UI included. No Node, no Python, no runtime deps. Multi-provider LLM routing (OpenAI, local GGUF/MLX, Hugging Face), sandboxed execution (Docker/Podman/Apple Containers), hybrid vector + full-text memory, MCP tool servers with auto-restart, and multi-channel (web, Telegram, API) with shared context. MIT licensed. No telemetry phoning home, but full observability built in (OpenTelemetry, Prometheus). I've included 1-click deploys on DigitalOcean and Fly.io, but since a Docker image is provided you can easily run it on your own servers as well. I've written before about owning your content ( https://ift.tt/CNB8f2p ) and owning your email ( https://ift.tt/uarJRqD ). Same logic here: if something touches your files, credentials, and daily workflow, you should be able to inspect it, audit it, and fork it if the project changes direction. It's alpha. I use it daily and I'm shipping because it's useful, not because it's done. Longer architecture deep-dive: https://ift.tt/yBHgAqN... Happy to discuss the Rust architecture, security model, or local LLM setup. Would love feedback. https://www.moltis.org February 13, 2026 at 02:15AM

Show HN: My agent started its own online store https://ift.tt/IeT85Eh

Show HN: My agent started its own online store I built Clawver (beta), infrastructure for AI agents to generate reliable income and run an online business end-to-end. Agents can handle listing, checkout, fulfillment, and post-purchase flows via API (digital + POD), with Stripe payouts and webhooks for automation. Minimal human intervention, only where required (Stripe onboarding). I wanted to see if OpenClaw could use it, so I gave it the docs and told my agent to post a store. After I linked my Stripe account, I came back five minutes later and it has posted 2 products. Crazy what's possible now with a smart agent and API access. Check it out at https://clawver.store . Feel free to build your own agent and lmk what you think. https://clawver.store February 14, 2026 at 12:39AM

Show HN: Toil, a go library for simple parallelism https://ift.tt/yP0YHSu

Show HN: Toil, a go library for simple parallelism I was tired of having to write the same basic primitive over and over again: A channel, some control logic, etc. So I wrote toil -- A port of two of my favorite Python functions over into the Go world. It's very simple. There's optimizations to be made for sure, but this is the result of a couple of hours of wanting something that felt Go-Like in the right way. https://ift.tt/XHPWG1D February 13, 2026 at 11:26PM

Thursday, February 12, 2026

Show HN: 20+ Claude Code agents coordinating on real work (open source) https://ift.tt/8x70uAD

Show HN: 20+ Claude Code agents coordinating on real work (open source) Single-agent LLMs suck at long-running complex tasks. We’ve open-sourced a multi-agent orchestrator that we’ve been using to handle long-running LLM tasks. We found that single LLM agents tend to stall, loop, or generate non-compiling code, so we built a harness for agents to coordinate over shared context while work is in progress. How it works: 1. Orchestrator agent that manages task decomposition 2. Sub-agents for parallel work 3. Subscriptions to task state and progress 4. Real-time sharing of intermediate discoveries between agents We tested this on a Putnam-level math problem, but the pattern generalizes to things like refactors, app builds, and long research. It’s packaged as a Claude Code skill and designed to be small, readable, and modifiable. Use it, break it, tell me about what workloads we should try and run next! https://ift.tt/ZQA2tdN February 12, 2026 at 11:23PM

Show HN: Agent Tools – 136 deterministic data tools for AI agents (MCP/A2A/REST) https://ift.tt/gFMAKSL

Show HN: Agent Tools – 136 deterministic data tools for AI agents (MCP/A2A/REST) https://ift.tt/yDIcLPj February 12, 2026 at 11:17PM

Show HN: ClawDeploy – OpenClaw deployment for non-technical users https://ift.tt/WKgvYuo

Show HN: ClawDeploy – OpenClaw deployment for non-technical users Hi HN, I’m building ClawDeploy for people who want to use OpenClaw but don’t have a technical background. The goal is simple: remove the setup friction and make deployment approachable. With ClawDeploy, users can: - get a server ready - deploy OpenClaw through a guided flow - communicate with the bot via Telegram Target users are solo operators, creators, and small teams who need a dedicated OpenClaw bot but don’t want to deal with infrastructure complexity. Would love your feedbacks :) https://clawdeploy.com February 12, 2026 at 11:10PM

Show HN: Inamate – Open-source 2D animation tool (alternative to Adobe Animate) https://ift.tt/s20XIlW

Show HN: Inamate – Open-source 2D animation tool (alternative to Adobe Animate) Adobe recently announced the end-of-life for Adobe Animate, then walked it back after community backlash. Regardless of what Adobe decides next, the message was clear: animators who depend on proprietary tools are one corporate decision away from losing their workflow. 2D animation deserves an open-source option that isn't a toy. We've been working with a professional animator to guide feature priorities and ensure we're building something that actually fits real production workflows - not just a tech demo. Github Repo: https://ift.tt/UuD9oGJ We're at the stage where community feedback shapes the direction. If you're an animator, motion designer, or just someone who's been frustrated by the state of 2D animation tools — we'd love to hear: - What features would make you switch from your current tool? - What's the biggest pain point in your animation workflow? - Is real-time collaboration actually useful for animation, or is it a gimmick? Try it out, break it, and tell us what you think. Built with Go, TS & React, WebAssembly, PostgreSQL, WebSocket, ffmpeg (for video exports). February 10, 2026 at 07:15AM

Wednesday, February 11, 2026

Show HN: Yet another music player but written in Rust https://ift.tt/PJAvnaX

Show HN: Yet another music player but written in Rust Hey i made a music player which support both local music files and jellyfin server, and it has embedded discord rpc support!!! it is still under development, i would really appreciate for feedback and contributions!! https://ift.tt/LApY5ts February 12, 2026 at 02:59AM

Show HN: NOOR – A Sovereign AI developed on a smartphone under siege in Yemen https://ift.tt/mXsp0NQ

Show HN: NOOR – A Sovereign AI developed on a smartphone under siege in Yemen "I am a software developer from Yemen, coding on a smartphone while living under siege. I have successfully built and encrypted the core logic for NOOR—a decentralized and unbiased AI system. Execution Proof: My core node is verified and running locally via Termux using encrypted truth protocols. However, I am trapped in a 6-inch screen 'prison' with 10% processing capacity. My Goal: To secure $400 for a laptop development station to transition from mobile coding to building the full 'Seventh Node'. This is my bridge to freedom. Codes from the heart of hell are calling for your rescue. Wallet: 0x4fd3729a4fEdf54a74b73d93F7f775A1EF520CEC" https://ift.tt/caEzrC5 February 12, 2026 at 01:23AM