#+title: Amr Inbox
#+begin_comment
This is the inbox. Everything goes in here when you capture it.
#+end_comment

*  [[https://x.com/michael_chomsky/status/2043369126631207096][Michael on X: "Garry is kinda correct here, but is oversimplifying memory. Harrison (the author of the original article) makes a very good point but also makes memory sound easier than it is. (before reading this article, note that I wrote down my thoughts and then passed it through Claude" / X]]
:PROPERTIES:
:TITLE: Michael on X: "Garry is kinda correct here, but is oversimplifying memory. Harrison (the author of the original article) makes a very good point but also makes memory sound easier than it is. (before reading this article, note that I wrote down my thoughts and then passed it through Claude" / X
:URI: https://x.com/michael_chomsky/status/2043369126631207096
:CREATED: [2026-04-14 Tue 11:17]
:END:

*  [[https://x.com/chrysb/status/2043020014035570784][Chrys Bader on X: "Why long-term memory for LLMs remains unsolved" / X]]
:PROPERTIES:
:TITLE: Chrys Bader on X: "Why long-term memory for LLMs remains unsolved" / X
:URI: https://x.com/chrysb/status/2043020014035570784
:CREATED: [2026-04-14 Tue 11:18]
:END:

*  [[https://github.com/garrytan/gbrain][garrytan/gbrain: Garry's Opinionated OpenClaw/Hermes Agent Brain]]
:PROPERTIES:
:TITLE: garrytan/gbrain: Garry's Opinionated OpenClaw/Hermes Agent Brain
:URI: https://github.com/garrytan/gbrain
:CREATED: [2026-04-14 Tue 11:18]
:END:

*  [[https://github.com/karpathy/autoresearch][karpathy/autoresearch: AI agents running research on single-GPU nanochat training automatically]]
:PROPERTIES:
:TITLE: karpathy/autoresearch: AI agents running research on single-GPU nanochat training automatically
:URI: https://github.com/karpathy/autoresearch
:CREATED: [2026-04-14 Tue 11:18]
:END:

*  [[https://x.com/garrytan/status/2042925773300908103][Garry Tan on X: "Thin Harness, Fat Skills" / X]]
:PROPERTIES:
:TITLE: Garry Tan on X: "Thin Harness, Fat Skills" / X
:URI: https://x.com/garrytan/status/2042925773300908103
:CREATED: [2026-04-14 Tue 11:18]
:END:

*  [[https://github.com/xdevplatform/xmcp][xdevplatform/xmcp: MCP server for the X API]]
:PROPERTIES:
:TITLE: xdevplatform/xmcp: MCP server for the X API
:URI: https://github.com/xdevplatform/xmcp
:CREATED: [2026-04-14 Tue 11:18]
:END:

*  [[https://x.com/WinterArc2125/status/2040828031707570233][Winter on X: "Most people don’t realize this: You get 1,500 free daily requests to Gemma 4 31B on @GoogleAIStudio. That’s plenty of free inference (imo). And you can route it into @NousResearch Hermes Agent via Vercel’s AI Gateway: 1. Create an API key on Google AI Studio 2. Add it under" / X]]
:PROPERTIES:
:TITLE: Winter on X: "Most people don’t realize this: You get 1,500 free daily requests to Gemma 4 31B on @GoogleAIStudio. That’s plenty of free inference (imo). And you can route it into @NousResearch Hermes Agent via Vercel’s AI Gateway: 1. Create an API key on Google AI Studio 2. Add it under" / X
:URI: https://x.com/WinterArc2125/status/2040828031707570233
:CREATED: [2026-04-14 Tue 11:19]
:END:

*  [[https://github.com/elebumm/RedditVideoMakerBot][elebumm/RedditVideoMakerBot: Create Reddit Videos with just✨ one command ✨]]
:PROPERTIES:
:TITLE: elebumm/RedditVideoMakerBot: Create Reddit Videos with just✨ one command ✨
:URI: https://github.com/elebumm/RedditVideoMakerBot
:CREATED: [2026-04-14 Tue 11:19]
:END:

*  [[https://x.com/PawelHuryn/status/2040519790779900075][Paweł Huryn on X: "After the llama.cpp fix, we can finally use gemma-4 with Claude Code: Step 1: - Windows: winget install llama.cpp - MacOS: brew install llama.cpp More: https://t.co/2Gq2cdl5hy Step 2: - llama-server -hf ggml-org/gemma-4-E2B-it-GGUF (https://t.co/3kxuATDZL6) OR - llama-server https://t.co/NFIrI1wXtH" / X]]
:PROPERTIES:
:TITLE: Paweł Huryn on X: "After the llama.cpp fix, we can finally use gemma-4 with Claude Code: Step 1: - Windows: winget install llama.cpp - MacOS: brew install llama.cpp More: https://t.co/2Gq2cdl5hy Step 2: - llama-server -hf ggml-org/gemma-4-E2B-it-GGUF (https://t.co/3kxuATDZL6) OR - llama-server https://t.co/NFIrI1wXtH" / X
:URI: https://x.com/PawelHuryn/status/2040519790779900075
:CREATED: [2026-04-14 Tue 11:19]
:END:

*  [[https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f][llm-wiki · GitHub]]
:PROPERTIES:
:TITLE: llm-wiki · GitHub
:URI: https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f
:CREATED: [2026-04-14 Tue 11:19]
:END:

*  [[https://x.com/kevingu/status/2039843234760073341][Kevin Gu on X: "AutoAgent: first open source library for self-optimizing agents" / X]]
:PROPERTIES:
:TITLE: Kevin Gu on X: "AutoAgent: first open source library for self-optimizing agents" / X
:URI: https://x.com/kevingu/status/2039843234760073341
:CREATED: [2026-04-14 Tue 11:20]
:END:

*  [[https://github.com/repowise-dev/claude-code-prompts][repowise-dev/claude-code-prompts: Independently authored prompt templates for AI coding agents — system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination. Informed by studying Claude Code.]]
:PROPERTIES:
:TITLE: repowise-dev/claude-code-prompts: Independently authored prompt templates for AI coding agents — system prompts, tool prompts, agent delegation, memory management, and multi-agent coordination. Informed by studying Claude Code.
:URI: https://github.com/repowise-dev/claude-code-prompts
:CREATED: [2026-04-14 Tue 11:20]
:END:

*  [[https://x.com/ryancarson/status/2039786704731541903][Ryan Carson on X: "How to turn your OpenClaw into the world's best assistant" / X]]
:PROPERTIES:
:TITLE: Ryan Carson on X: "How to turn your OpenClaw into the world's best assistant" / X
:URI: https://x.com/ryancarson/status/2039786704731541903
:CREATED: [2026-04-14 Tue 11:20]
:END:

*  [[https://vitalik.eth.limo/general/2026/04/02/secure_llms.html][My self-sovereign / local / private / secure LLM setup, April 2026]]
:PROPERTIES:
:TITLE: My self-sovereign / local / private / secure LLM setup, April 2026
:URI: https://vitalik.eth.limo/general/2026/04/02/secure_llms.html
:CREATED: [2026-04-14 Tue 11:20]
:END:

*  [[https://x.com/TheAhmadOsman/status/2040103488714068245][Ahmad on X: "GPU Memory Math for LLMs (2026 Edition)" / X]]
:PROPERTIES:
:TITLE: Ahmad on X: "GPU Memory Math for LLMs (2026 Edition)" / X
:URI: https://x.com/TheAhmadOsman/status/2040103488714068245
:CREATED: [2026-04-14 Tue 11:20]
:END:

*  [[https://x.com/gauri__gupta/status/2040251170099524025][Gauri Gupta on X: "auto-harness: Self improving agentic systems with auto-evals (open-sourced !)" / X]]
:PROPERTIES:
:TITLE: Gauri Gupta on X: "auto-harness: Self improving agentic systems with auto-evals (open-sourced !)" / X
:URI: https://x.com/gauri__gupta/status/2040251170099524025
:CREATED: [2026-04-14 Tue 11:21]
:END:

*  [[https://x.com/PromptLLM/status/2040478865949139014][Prompter on X: "CURE procrastination by gamifying your life with AI (prompt included)" / X]]
:PROPERTIES:
:TITLE: Prompter on X: "CURE procrastination by gamifying your life with AI (prompt included)" / X
:URI: https://x.com/PromptLLM/status/2040478865949139014
:CREATED: [2026-04-14 Tue 11:21]
:END:

*  [[https://x.com/chrysb/status/2043020014035570784][Chrys Bader on X: "Why long-term memory for LLMs remains unsolved" / X]]
:PROPERTIES:
:TITLE: Chrys Bader on X: "Why long-term memory for LLMs remains unsolved" / X
:URI: https://x.com/chrysb/status/2043020014035570784
:CREATED: [2026-04-14 Tue 11:21]
:END:

*  [[https://github.com/ValueCell-ai/ClawX][ValueCell-ai/ClawX: ClawX is a desktop app that provides a graphical interface for OpenClaw AI agents. It turns CLI-based AI orchestration into a desktop experience without using the terminal. China website is https://clawx.com.cn.]]
:PROPERTIES:
:TITLE: ValueCell-ai/ClawX: ClawX is a desktop app that provides a graphical interface for OpenClaw AI agents. It turns CLI-based AI orchestration into a desktop experience without using the terminal. China website is https://clawx.com.cn.
:URI: https://github.com/ValueCell-ai/ClawX
:CREATED: [2026-04-16 Thu 16:33]
:END:

*  [[https://github.com/sgoudelis/ground-station][sgoudelis/ground-station: Ground Station is all-in-one satellite monitoring suite]]
:PROPERTIES:
:TITLE: sgoudelis/ground-station: Ground Station is all-in-one satellite monitoring suite
:URI: https://github.com/sgoudelis/ground-station
:CREATED: [2026-04-17 Fri 14:52]
:END:

*  [[https://platform.minimax.io/docs/guides/pricing-token-plan][Token Plan - MiniMax API Docs]]
:PROPERTIES:
:TITLE: Token Plan - MiniMax API Docs
:URI: https://platform.minimax.io/docs/guides/pricing-token-plan
:CREATED: [2026-04-17 Fri 14:52]
:END:

*  [[https://github.com/siddsachar/Thoth][siddsachar/Thoth: Thoth - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.]]
:PROPERTIES:
:TITLE: siddsachar/Thoth: Thoth - Personal AI Sovereignty. A local-first AI assistant with integrated tools, a personal knowledge graph, voice, vision, shell, browser automation, scheduled tasks, health tracking, and messaging channels. Run locally via Ollama or add opt-in cloud models. Your data stays on your machine.
:URI: https://github.com/siddsachar/Thoth
:CREATED: [2026-04-17 Fri 14:52]
:END:

*  [[https://www.jori.com/en/products/pacific-jr-9700][Pacific Pure | Sofas | Product | Design furniture | JORI]] :furniture:years:
:PROPERTIES:
:TITLE: Pacific Pure | Sofas | Product | Design furniture | JORI
:URI: https://www.jori.com/en/products/pacific-jr-9700
:CREATED: [2026-04-21 Tue 15:25]
:END:

*  [[https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6372438][AI Agent Traps by Matija Franklin, Nenad Tomašev, Julian Jacobs, Joel Z. Leibo, Simon Osindero :: SSRN]]
:PROPERTIES:
:TITLE: AI Agent Traps by Matija Franklin, Nenad Tomašev, Julian Jacobs, Joel Z. Leibo, Simon Osindero :: SSRN
:URI: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6372438
:CREATED: [2026-04-21 Tue 15:26]
:END:

*  [[https://www.storagereview.com/review/comino-grando-rtx-pro-6000-review-768gb-of-vram-in-a-liquid-cooled-4u-chassis][Comino Grando RTX PRO 6000 Review: 768GB of VRAM in a Liquid-Cooled 4U Chassis - StorageReview.com]]
:PROPERTIES:
:TITLE: Comino Grando RTX PRO 6000 Review: 768GB of VRAM in a Liquid-Cooled 4U Chassis - StorageReview.com
:URI: https://www.storagereview.com/review/comino-grando-rtx-pro-6000-review-768gb-of-vram-in-a-liquid-cooled-4u-chassis
:CREATED: [2026-04-21 Tue 15:26]
:END:

*  [[https://x.com/elvissun/status/2044784140831301728/photo/1][Elvis on X: "some agentic engineering realization: stop reviewing code. start reviewing contracts. and here's what i mean. the highest leverage work right now is drawing the right boundaries in your system. i've been splitting the system into multiple sub-systems, each with clearly defined https://t.co/Hy0d9WHI1m" / X]]
:PROPERTIES:
:TITLE: Elvis on X: "some agentic engineering realization: stop reviewing code. start reviewing contracts. and here's what i mean. the highest leverage work right now is drawing the right boundaries in your system. i've been splitting the system into multiple sub-systems, each with clearly defined https://t.co/Hy0d9WHI1m" / X
:URI: https://x.com/elvissun/status/2044784140831301728/photo/1
:CREATED: [2026-04-21 Tue 15:26]
:END:

*  [[https://x.com/i/status/2044307601463357791][EverMars on X: "Respect to the Man Chasing AI Immortality, Even Though He's Freeloading Off Our Platform" / X]]
:PROPERTIES:
:TITLE: EverMars on X: "Respect to the Man Chasing AI Immortality, Even Though He's Freeloading Off Our Platform" / X
:URI: https://x.com/i/status/2044307601463357791
:CREATED: [2026-04-21 Tue 15:26]
:END:

*  [[https://x.com/i/status/2045289299269070978][Seth Howes on X: "I’ve wanted to do this for a decade. But I never did - I refuse to give any company my DNA. It is me. So this week I sequenced my genome entirely at home. Literally on my kitchen table. I never exposed my DNA sequence to the internet. Not at any point. I used a MinION to do https://t.co/qCzXIGxWsy" / X]]
:PROPERTIES:
:TITLE: Seth Howes on X: "I’ve wanted to do this for a decade. But I never did - I refuse to give any company my DNA. It is me. So this week I sequenced my genome entirely at home. Literally on my kitchen table. I never exposed my DNA sequence to the internet. Not at any point. I used a MinION to do https://t.co/qCzXIGxWsy" / X
:URI: https://x.com/i/status/2045289299269070978
:CREATED: [2026-04-21 Tue 15:27]
:END:

*  [[https://arxiv.org/html/2603.21852v2][All elementary functions from a single operator]]
:PROPERTIES:
:TITLE: All elementary functions from a single operator
:URI: https://arxiv.org/html/2603.21852v2
:CREATED: [2026-04-26 Sun 11:05]
:END:

*  [[https://github.com/abhigyanpatwari/GitNexus][abhigyanpatwari/GitNexus: GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration]]
:PROPERTIES:
:TITLE: abhigyanpatwari/GitNexus: GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration
:URI: https://github.com/abhigyanpatwari/GitNexus
:CREATED: [2026-04-26 Sun 11:05]
:END:

*  [[https://medium.com/@fzbcwvv/an-overnight-stack-for-qwen3-6-27b-85-tps-125k-context-vision-on-one-rtx-3090-0d95c6291914][An Overnight Stack for Qwen3.6–27B: 85 TPS, 125K Context, Vision — on One RTX 3090 | Medium]]
:PROPERTIES:
:TITLE: An Overnight Stack for Qwen3.6–27B: 85 TPS, 125K Context, Vision — on One RTX 3090 | Medium
:URI: https://medium.com/@fzbcwvv/an-overnight-stack-for-qwen3-6-27b-85-tps-125k-context-vision-on-one-rtx-3090-0d95c6291914
:CREATED: [2026-04-26 Sun 11:06]
:END:

*  [[https://x.com/i/status/2047124337191444844][Shiv on X: "A new way to think about composing skills to increase leverage: Skill Graphs 2.0" / X]]
:PROPERTIES:
:TITLE: Shiv on X: "A new way to think about composing skills to increase leverage: Skill Graphs 2.0" / X
:URI: https://x.com/i/status/2047124337191444844
:CREATED: [2026-04-26 Sun 16:34]
:END:

*  [[https://x.com/i/status/2047558951303028855][Eric ⚡️ Building... on X: "My 4090 went from 26 -> 154 tok/s Qwen 3.6 27B🤯 Same GPU. Same Q4_K_M . No FP8, no extra quant. The unlock: ik_llama.cpp + speculative decoding using Qwen3-1.7B as the draft model. 85% acceptance rate. Full config + benchmarks 👇🏻 https://t.co/NUZec2Y7J0" / X]]
:PROPERTIES:
:TITLE: Eric ⚡️ Building... on X: "My 4090 went from 26 -> 154 tok/s Qwen 3.6 27B🤯 Same GPU. Same Q4_K_M . No FP8, no extra quant. The unlock: ik_llama.cpp + speculative decoding using Qwen3-1.7B as the draft model. 85% acceptance rate. Full config + benchmarks 👇🏻 https://t.co/NUZec2Y7J0" / X
:URI: https://x.com/i/status/2047558951303028855
:CREATED: [2026-04-26 Sun 16:34]
:END:

*  [[https://x.com/i/status/2047033293460410638][Sudo su on X: "for anyone running along, here is the setup. weights from unsloth: https://t.co/b89HJ2JC5O launched with: ./llama-server -m Qwen3.6-27B-Q4_K_M.gguf -ngl 99 -c 262144 -np 1 -fa on --cache-type-k q4_0 --cache-type-v q4_0 same exact flags that held the 3.5 dense baseline at 35.3" / X]]
:PROPERTIES:
:TITLE: Sudo su on X: "for anyone running along, here is the setup. weights from unsloth: https://t.co/b89HJ2JC5O launched with: ./llama-server -m Qwen3.6-27B-Q4_K_M.gguf -ngl 99 -c 262144 -np 1 -fa on --cache-type-k q4_0 --cache-type-v q4_0 same exact flags that held the 3.5 dense baseline at 35.3" / X
:URI: https://x.com/i/status/2047033293460410638
:CREATED: [2026-04-26 Sun 16:34]
:END:

*  [[https://x.com/i/status/2046898117241635240][Hasan Toor on X: "Goodbye Claude Code subscription fees. Someone just built a proxy that runs Claude Code completely free... and it's wild. You literally plug in a free NVIDIA API key and point Claude Code at localhost. That's it. It handles everything: - Converts Anthropic API calls to NVIDIA https://t.co/10v4KdymxH" / X]]
:PROPERTIES:
:TITLE: Hasan Toor on X: "Goodbye Claude Code subscription fees. Someone just built a proxy that runs Claude Code completely free... and it's wild. You literally plug in a free NVIDIA API key and point Claude Code at localhost. That's it. It handles everything: - Converts Anthropic API calls to NVIDIA https://t.co/10v4KdymxH" / X
:URI: https://x.com/i/status/2046898117241635240
:CREATED: [2026-04-26 Sun 16:34]
:END:

*  [[https://x.com/i/status/2047295369583964385][Graeme on X: "The Local LLM Cheat Sheet for Your 64GB RAM Device We covered 16GB and 32GB already, and 64GB has been the next big request, which I can understand, because this is where things get very interesting. Here's the practical cheat sheet for a 64GB RAM machine for code, math, https://t.co/ohgkjbU0LK" / X]]
:PROPERTIES:
:TITLE: Graeme on X: "The Local LLM Cheat Sheet for Your 64GB RAM Device We covered 16GB and 32GB already, and 64GB has been the next big request, which I can understand, because this is where things get very interesting. Here's the practical cheat sheet for a 64GB RAM machine for code, math, https://t.co/ohgkjbU0LK" / X
:URI: https://x.com/i/status/2047295369583964385
:CREATED: [2026-04-26 Sun 16:34]
:END:

*  [[https://github.com/codejunkie99/agentic-stack][codejunkie99/agentic-stack: One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge when you switch.]]
:PROPERTIES:
:TITLE: codejunkie99/agentic-stack: One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge when you switch.
:URI: https://github.com/codejunkie99/agentic-stack
:CREATED: [2026-04-27 Mon 09:23]
:END:

*  [[https://github.com/public-apis/public-apis][public-apis/public-apis: A collective list of free APIs]]
:PROPERTIES:
:TITLE: public-apis/public-apis: A collective list of free APIs
:URI: https://github.com/public-apis/public-apis
:CREATED: [2026-04-27 Mon 09:23]
:END:

*  [[https://github.com/stanford-iris-lab/meta-harness][stanford-iris-lab/meta-harness: Reference code for the Meta-Harness paper.]]
:PROPERTIES:
:TITLE: stanford-iris-lab/meta-harness: Reference code for the Meta-Harness paper.
:URI: https://github.com/stanford-iris-lab/meta-harness
:CREATED: [2026-04-27 Mon 09:23]
:END:

*  [[https://github.com/thePM001/AEP-agent-element-protocol/tree/main][thePM001/AEP-agent-element-protocol: AEP (Agent Element Protocol) v2.5 | Deterministic zero-trust total control and governance protocol for AI agents. | Reduce hallucinations to zero through architecure in all constrained domains of application. | LLMs gave you the engines, AEP gives you the control for the thrusters.]]
:PROPERTIES:
:TITLE: thePM001/AEP-agent-element-protocol: AEP (Agent Element Protocol) v2.5 | Deterministic zero-trust total control and governance protocol for AI agents. | Reduce hallucinations to zero through architecure in all constrained domains of application. | LLMs gave you the engines, AEP gives you the control for the thrusters.
:URI: https://github.com/thePM001/AEP-agent-element-protocol/tree/main
:CREATED: [2026-04-27 Mon 09:24]
:END:

*  [[https://x.com/i/status/2048381278953603406][GREG ISENBERG on X: "agreed that the the modern computer probably has to be reinvented 12 "tiny" startup ideas that ride that wave: 1. a "where did I put that" app. you describe what you're looking for in plain english and it searches across every app, folder, email, and slack message you've ever" / X]]
:PROPERTIES:
:TITLE: GREG ISENBERG on X: "agreed that the the modern computer probably has to be reinvented 12 "tiny" startup ideas that ride that wave: 1. a "where did I put that" app. you describe what you're looking for in plain english and it searches across every app, folder, email, and slack message you've ever" / X
:URI: https://x.com/i/status/2048381278953603406
:CREATED: [2026-04-27 Mon 09:24]
:END:

*  [[https://github.com/iptv-org/awesome-iptv][iptv-org/awesome-iptv: A curated list of resources related to IPTV]]
:PROPERTIES:
:TITLE: iptv-org/awesome-iptv: A curated list of resources related to IPTV
:URI: https://github.com/iptv-org/awesome-iptv
:CREATED: [2026-04-27 Mon 09:24]
:END:

*  [[https://github.com/iptv-org/iptv][iptv-org/iptv: Collection of publicly available IPTV channels from all over the world]]
:PROPERTIES:
:TITLE: iptv-org/iptv: Collection of publicly available IPTV channels from all over the world
:URI: https://github.com/iptv-org/iptv
:CREATED: [2026-04-27 Mon 09:25]
:END:

*  [[https://github.com/iptv-org/epg][iptv-org/epg: Utilities for downloading the EPG (Electronic Program Guide) for thousands of TV channels from hundreds of sources.]]
:PROPERTIES:
:TITLE: iptv-org/epg: Utilities for downloading the EPG (Electronic Program Guide) for thousands of TV channels from hundreds of sources.
:URI: https://github.com/iptv-org/epg
:CREATED: [2026-04-27 Mon 09:25]
:END: