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Latest Field Note//field note//59d ago

Markdown Is The Shared Surface

Markdown sits near the point where human readability and machine readability meet. HTML adds a rendering layer where humans and agents can stop seeing the same artifact.

ai-codingcoding-agentmarkdownhtmlprompt-injection
READ NOTE
FIELD
NOTES
A dark field note cover showing decaying agent configuration as technical debt.Agent Config Is Technical DebtYour agent instructions are not documentation. They are executable behavior, and executable behavior decays.63d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem67d ago03Browse field notesMore notes will fill this slot as they publish.View archive04Browse field notesMore notes will fill this slot as they publish.View archive
★ All Featured Picks→
SUNDAY // 2026-07-19
46 items
JUL 19
Celebrating 2 million with you!
// WATCH
YouTube

Celebrating 2 million with you!

OpenAI

GPT-5.6 Turns Knowledge Work Into System Management, Not Task Execution
// WATCH
YouTube

GPT-5.6 Turns Knowledge Work Into System Management, Not Task Execution

+1

Every

GPT-5.6 vs 5.5: The 46-CSV Test That Made It Ariel's Daily Driver
// WATCH
YouTube

GPT-5.6 vs 5.5: The 46-CSV Test That Made It Ariel's Daily Driver

Every

GPT-5.6 Sol Is Cheaper Than Claude — But There's a Catch #OpenAI #GPT56 #AIModels
// WATCH
YouTube

GPT-5.6 Sol Is Cheaper Than Claude — But There's a Catch #OpenAI #GPT56 #AIModels

DIY Smart Code

35 Self Hosted Projects on GitHub: Usertour, Alexandrie, homelable, Frontman, nylon, TuneLog, midday
// WATCH
YouTube

35 Self Hosted Projects on GitHub: Usertour, Alexandrie, homelable, Frontman, nylon, TuneLog, midday

+7

Github Awesome

6-dim Harness w/ MEMORY via Textual Gradients
// WATCH
YouTube

6-dim Harness w/ MEMORY via Textual Gradients

+1

Discover AI

Qwen 3.8 Max (Fully Tested): AN ACTUAL OPEN FABLE COMPETITOR!
// WATCH
YouTube

Qwen 3.8 Max (Fully Tested): AN ACTUAL OPEN FABLE COMPETITOR!

AICodeKing

Boris Cherny - The Scaling Trap More Companies Will Hit!
// WATCH
YouTube

Boris Cherny - The Scaling Trap More Companies Will Hit!

+1

DIY Smart Code

Jellium Desktop launches as independent Jellyfin client
OPEN SOURCE// 1h ago

Jellium Desktop launches as independent Jellyfin client

Jellium Desktop is an unofficial, Rust-based desktop client for Jellyfin that continues the development of the former official client under independent stewardship. The app integrates CEF and mpv to deliver a native, high-performance playback experience.

jellyfindesktop-clientmedia-playerrustopen-sourcempv+6+5+4+3+2+1
Think Agents plans ThinkOS beta next month
UPDATE// 1h ago

Think Agents plans ThinkOS beta next month

Think Agents has announced that the public beta of ThinkOS is on track to launch next month. The platform is a model-agnostic, private-data, and locally-hosted AI agent operating system designed for users to coordinate autonomous agents while ensuring complete data ownership.

agentoperating-systemlocal-firstprivacybetathinkosthink-agents+7+6+5+4+3+2+1
Kimi K3 outperforms GPT-5.6 in agentic tasks
MODEL// 1h ago

Kimi K3 outperforms GPT-5.6 in agentic tasks

Moonshot AI has launched its latest model, Kimi K3, directly challenging the dominance of OpenAI's GPT-5.6 flagship. Recent independent tests indicate that Kimi K3 is outperforming GPT-5.6 in complex, multi-step agentic tasks, signaling a potential shift in the competitive landscape of leading AI models.

kimi-k3moonshot-aigpt-5.6artificial-intelligenceagentic-workflowsmodel-release+6+5+4+3+2+1
OpenAI launches AI ROI scorecard
VIDEO// 2h ago

OpenAI launches AI ROI scorecard

The OpenAI AI ROI Scorecard is a strategic framework designed to assess the business value of enterprise AI integrations. Moving away from raw token metrics, it introduces a four-question methodology focusing on cost per successful task, reliability, and return on compute to factor in hidden deployment costs.

openaiai-roicost-trackingenterprise-aifinance+5+4+3+2+1
agent-browser adds HAR recording, skills CLI
UPDATE// 2h ago

agent-browser adds HAR recording, skills CLI

agent-browser, the open-source browser automation CLI by Vercel Labs, has added native network interception to record HTTP Archive (HAR) files during agent sessions. The update also introduces a derive-client skill, retrieved via the CLI, which allows agents to automatically generate API clients from the recorded network traffic.

agent-browserweb-agentharagentvercelclirust+7+6+5+4+3+2+1
Kimi K3 triggers US chip stock declines
NEWS// 2h ago

Kimi K3 triggers US chip stock declines

Moonshot AI's launch of the 2.8T-parameter Kimi K3 model triggered US chip stock declines, GPU capacity pauses, and a $30B+ Hong Kong IPO filing. Meanwhile, Alibaba intensified the AI race by releasing Qwen3.8, a 2.4T open-weight model ranking just behind Fable 5.

kimi-k3moonshot-aialibabaqwen3.8open-weightchinaipogpuchip-stocks+9+8+7+6+5+4+3+2+1
OriginKit brings animated UI components to MCP
LAUNCH// 2h ago

OriginKit brings animated UI components to MCP

OriginKit is a collection of interactive, animated UI components designed for Framer and React. The library integrates with AI workflows via the Model Context Protocol (MCP), allowing AI coding assistants to directly discover and implement components in a developer's codebase.

framerreactmcpanimationuifrontendcomponentscoding-agentai-codingtool-useagent+11+10+9+8+7+6+5+4+3+2+1
Rumored Claude Opus launch boosts Nvidia
MODEL// 3h ago

Rumored Claude Opus launch boosts Nvidia

The upcoming launch of Anthropic's new Claude Opus model on July 25 has generated positive sentiment in trading markets. Investors and analysts note that major AI model releases typically drive increased expectations and demand for advanced computing infrastructure, directly positioning Nvidia (NVDA) to benefit as the dominant provider of AI hardware.

claude-opusanthropicnvidiaartificial-intelligencecomputetrading-insight+6+5+4+3+2+1
Qwen 3.8 Max Tops Claude Opus in Benchmarks
MODEL// 4h ago

Qwen 3.8 Max Tops Claude Opus in Benchmarks

An early evaluation of Alibaba's Qwen 3.8 Max large language model reveals that it outperforms all Claude Opus models in raw intelligence benchmarks. While the evaluator highlights its impressive capabilities, they also note that the model currently faces tool-calling issues when evaluated with certain testing harnesses.

qwen-3.8-maxllmbenchmarksalibaba-cloudartificial-intelligence+5+4+3+2+1
Moonshot AI pauses Kimi K3 subscriptions
NEWS// 4h ago

Moonshot AI pauses Kimi K3 subscriptions

Moonshot AI has announced a temporary pause on new subscriptions for its flagship open-weights AI model, Kimi K3, due to surging demand pushing GPU capacity to its limits. To protect the experience for existing subscribers, the company is temporarily halting new sign-ups while working to resolve these hardware constraints.

kimi-k3moonshot-aigpu-capacitycompute-bottleneckopen-weightsai-infrastructuresubscription-pausellm+8+7+6+5+4+3+2+1
Moonshot AI targets $31.5B valuation post-Kimi K3
FUNDING// 5h ago

Moonshot AI targets $31.5B valuation post-Kimi K3

Moonshot AI is reportedly seeking a $31.5 billion valuation in a new funding round following the launch of its 2.8-trillion-parameter open-weight Kimi K3 model. The funding round positions the startup for a potential Hong Kong IPO within the next six months, backed by its ARR growing to $300 million.

moonshot-aikimi-k3fundingvaluationstartupartificial-intelligenceopen-weight-modelipo+8+7+6+5+4+3+2+1
Homelable maps, monitors home lab networks
OPEN SOURCE// 5h ago

Homelable maps, monitors home lab networks

Homelable offers self-hosters a visual and interactive canvas to map and monitor home lab networks instead of using static spreadsheets. The open-source tool features automated device discovery, active health checks, and integration with Proxmox, Home Assistant, and smart home standards.

homelabnetwork-monitoringopen-sourcenetwork-mappingself-hostedvisualization+6+5+4+3+2+1
Tesana enables game generation from reference images
UPDATE// 6h ago

Tesana enables game generation from reference images

AI game creation platform Tesana has added support for reference images, allowing users to upload a visual prompt alongside a text description to generate customized games. This feature helps guide the AI in generating characters, assets, and environments that align with a specific aesthetic style, simplifying the iteration loop for no-code creators.

ai-game-generationgame-developmentgenerative-aino-codeai-codingcode-generation+6+5+4+3+2+1
video-use hits 17,000 GitHub stars
OPEN SOURCE// 6h ago

video-use hits 17,000 GitHub stars

video-use is an open-source tool that automates the video editing pipeline by integrating raw footage with coding agents and natural language commands. Users provide footage and guidelines, and the tool automatically removes filler words, performs color grading, burns in subtitles, and evaluates cuts.

open-sourcevideo-editingartificial-intelligenceagentic-workflowffmpegclaude-codevideo-usecoding-agentai-codingagent+10+9+8+7+6+5+4+3+2+1
Kimi K3 matches top models in Aikido benchmark
BENCHMARK// 7h ago

Kimi K3 matches top models in Aikido benchmark

Aikido Security has added Moonshot's Kimi K3 open-weight model to its AI Code Analysis benchmark, which tests models on rediscovering 26 known vulnerabilities (CVEs). At pass@3, Kimi K3 successfully identified 23 of the 26 CVEs, matching the performance of top-tier models.

kimi-k3moonshotaikidobenchmarkcvesecurityopen-sourceai+8+7+6+5+4+3+2+1
Windows Terminal consolidates command-line interfaces
OPEN SOURCE// 7h ago

Windows Terminal consolidates command-line interfaces

Windows Terminal is Microsoft's modern, open-source console host that consolidates Command Prompt, PowerShell, and WSL into a tabbed interface. It features GPU-accelerated text rendering, deep JSON customizability, and rich Unicode support.

windowsterminalcliopen-sourcedevtoolpowershellwslc+++8+7+6+5+4+3+2+1
KTransformers runs 100B+ LLMs on consumer hardware
OPEN SOURCE// 7h ago

KTransformers runs 100B+ LLMs on consumer hardware

Developed by the kvcache-ai community, KTransformers is a heterogeneous CPU-GPU inference framework designed to run massive 100B+ MoE models on consumer-grade hardware. By utilizing AMX-specialized CPU kernels and asynchronous task scheduling, it offloads weight matrices dynamically between VRAM and system memory to achieve high processing speeds.

llm-inferenceheterogeneous-computingcpu-gpumoedeepseekllmopen-sourcektransformers+8+7+6+5+4+3+2+1
Japan builds 140MW Vera Rubin AI factory
INFRA// 8h ago

Japan builds 140MW Vera Rubin AI factory

Japan's Ministry of Economy, Trade and Industry has partnered with NVIDIA and consortium Noetra Corp to build a 140-megawatt Vera Rubin AI factory under the FRONTia Project. The state-backed infrastructure will train open multimodal foundation models for physical AI and robotics, distributing weights directly to domestic developers.

nvidiajapannoetra-corpvera-rubinai-factoryfrontia-projectphysical-aiinfrastructure+8+7+6+5+4+3+2+1
Mercury Agent introduces centralized session management
UPDATE// 9h ago

Mercury Agent introduces centralized session management

Mercury Agent, an open-source and persistent AI agent framework, has announced upcoming support for centralized session management. The new feature will enable users to start a session on one platform and seamlessly switch or resume it on another without losing context or restarting the conversation, using commands like /session new and /session switch to manage states across platforms such as terminal, Discord, Slack, Telegram, and Signal.

mercury-agentagentsession-managementopen-sourcecross-platform+5+4+3+2+1
Claude Code silently upgrades to Rust Bun
UPDATE// 7h ago

Claude Code silently upgrades to Rust Bun

Anthropic's Claude Code has silently transitioned its underlying runtime from Zig-based Bun to a preview version built on a full Rust rewrite of the codebase. The migration, completed in 11 days using Claude-assisted agentic workflows, brings compiler-enforced memory safety and a minor startup speed improvement.

claude-codebunrustziganthropicprogramming-languagessoftware-engineeringai-codingcode-generation+9+8+7+6+5+4+3+2+1
Qwen-3.8-Max Outperforms GPT-5.6 Sol, Rivals Fable 5
MODEL// 10h ago

Qwen-3.8-Max Outperforms GPT-5.6 Sol, Rivals Fable 5

The shared social media announcement highlights that Alibaba's upcoming flagship model, Qwen-3.8-Max, reportedly outperforms OpenAI's GPT-5.6 Sol and trails Anthropic's Fable 5 by only a narrow margin. This benchmark performance positions Qwen-3.8-Max as a top-tier contender in the rapidly evolving frontier model landscape of 2026, challenging traditional leaders like OpenAI and Anthropic.

qwen-3.8-maxgpt-5.6-solfable-5artificial-intelligencellmbenchmarksalibaba+7+6+5+4+3+2+1
Alibaba Cloud Launches 2.4T Qwen3.8-Max-Preview
MODEL// 7h ago

Alibaba Cloud Launches 2.4T Qwen3.8-Max-Preview

Alibaba Cloud has launched Qwen3.8-Max-Preview, a 2.4-trillion-parameter model optimized for coding, office, and agentic workflows, available via new Token Plan subscription tiers starting at 39 RMB/month. To encourage adoption, the platform offers a 90% daytime discount on token usage credits alongside additional nighttime discounts.

qwen3.8-max-previewalibaba-cloudaliyunllmtoken-planai+6+5+4+3+2+1
Alibaba announces upcoming open-weight Qwen 3.8
MODEL// 7h ago

Alibaba announces upcoming open-weight Qwen 3.8

Alibaba has announced Qwen 3.8, a 2.4-trillion-parameter large language model slated for an upcoming open-weights release. A preview version, Qwen3.8-Max-Preview, is currently accessible via Alibaba's Token Plan, Qoder, and QoderWork platforms.

qwenalibaballmopen-weightsartificial-intelligencedeep-learning+6+5+4+3+2+1
IBM Granite hits Modelers with Ascend support
MODEL// 11h ago

IBM Granite hits Modelers with Ascend support

IBM has released a wide range of models from its Granite family—including LoRA adapters, small vision models, speech engines, and guardrails—on the Modelers platform (modelers.cn), a major Chinese open-source repository. Every model in this release is licensed under the permissive Apache-2.0 license and features native compatibility with Huawei's Ascend NPUs, significantly lowering the barrier to deploying these open-source models on domestic Chinese AI hardware.

ibm-granitemodelershuaweiascend-npuopen-sourceapache-2.0fine-tuningcomputer-visionspeech-synthesissafety+10+9+8+7+6+5+4+3+2+1
Tansei debuts minimalist macOS shelf utility
LAUNCH// 7h ago

Tansei debuts minimalist macOS shelf utility

Tansei is a native macOS shelf utility designed by Pooja Phillips for pinning temporary files, text snippets, colors, and links to the edge of the screen. The privacy-focused app stores all data locally and is available under a one-time purchase model after a 3-day free trial.

macdesign-toolsproductivity+3+2+1
HeimWall prevents developer AI prompt leaks
LAUNCH// 7h ago

HeimWall prevents developer AI prompt leaks

HeimWall is a fully local macOS menu-bar app that prevents credentials, API keys, and PII from leaking into AI coding assistants like Cursor. Operating on-device with 47 detection rules, the tool uses soft notifications to educate developers instead of hard blocks and is free for individuals.

macdevtoolartificial-intelligencesecurityprivacycoding-agentai-codingagent+8+7+6+5+4+3+2+1
Panguard.AI guards agents against malicious skills
LAUNCH// 7h ago

Panguard.AI guards agents against malicious skills

Panguard.AI is an open-source, local-first runtime guard designed to protect AI agents from malicious third-party skills and Model Context Protocol (MCP) servers. Operating entirely on-device with zero telemetry, the tool scans for vulnerabilities, blocks runtime hijacking, and compiles signed audit logs for compliance.

securityopen-sourcedevtoolmcpagenttool-use+6+5+4+3+2+1
Rewisp is an open-source, privacy-first ambient memory tool for macOS that reads and indexes screen text locally to let users search, track promises, and recall past digital context via natural language.
LAUNCH// 7h ago

Rewisp is an open-source, privacy-first ambient memory tool for macOS that reads and indexes screen text locally to let users search, track promises, and recall past digital context via natural language.

Rewisp is a native, open-source macOS menu bar application designed to act as an on-device digital memory. Using OCR to read and index text visible on the user's screen (without saving screenshots to disk), it stores all data locally to ensure privacy. Users can query their history using natural language to perform semantic searches, track tasks and commitments, compare changes over time, and autofill forms from a secure local Vault. The app also generates a quiet daily digest summarizing key activities, lessons, and unfinished actions.

productivityuser-experiencemacosopen-sourceprivacyai+6+5+4+3+2+1
BaseRT launches ultra-fast Apple Silicon LLM runtime
LAUNCH// 7h ago

BaseRT launches ultra-fast Apple Silicon LLM runtime

BaseRT is a native Metal inference runtime for running local Large Language Models efficiently on Apple Silicon with a one-command installation. The C++ runtime claims to execute models up to 6.4x faster than llama.cpp and 3.9x faster than MLX by utilizing chip-specific Metal optimizations.

basertllmapple-siliconopen-sourceartificial-intelligencemetalruntime+7+6+5+4+3+2+1
Pelagic Analytics launches cookieless SEO agent
LAUNCH// 7h ago

Pelagic Analytics launches cookieless SEO agent

Pelagic Analytics is a privacy-first, cookieless web analytics platform featuring direct payment integrations for revenue attribution and an embedded AI SEO agent. The agent autonomously conducts daily keyword research, writes intent-targeted articles, and monitors product recommendations across major AI search engines.

pelagic-analyticsanalyticsmarketinghosted-serviceseoagentprivacy+7+6+5+4+3+2+1
Filmlinks maps film credits as interactive network
LAUNCH// 7h ago

Filmlinks maps film credits as interactive network

Filmlinks is a free, web-based platform that maps movie and television credits into an interactive, connected network of nodes. Users can search for any title or creator and click on nodes to expand the web of collaborative relationships.

web-appmoviesdata-visualizationcinemagraphs+5+4+3+2+1
Double automates job search with AI agent
LAUNCH// 7h ago

Double automates job search with AI agent

Double is a personal AI career agent that automates the job search and application process. Users can interact with the agent via text to discover relevant roles, generate customized resumes, and build networks through automated warm introductions.

hiringartificial-intelligencecareerjob-searchagent+5+4+3+2+1
SocialKaptan launches local AI social automation
LAUNCH// 7h ago

SocialKaptan launches local AI social automation

SocialKaptan is a desktop social media automation tool that runs locally via the user's Chrome session to safely mimic organic human behavior. It features tools for scheduling posts, generating AI comments, and running warm networking sequences for LinkedIn, Instagram, and Reddit.

social-mediamarketingartificial-intelligenceautomationlinkedininstagram+6+5+4+3+2+1
Kobbe launches cookie-less web analytics dashboard
LAUNCH// 7h ago

Kobbe launches cookie-less web analytics dashboard

Kobbe is a cookie-less, privacy-friendly web analytics platform designed to set up in seconds. It provides website owners with insights on traffic and referral sources, while integrating conversion funnels and revenue tracking.

analyticsmarketingprivacyweb-analyticshosted-service+5+4+3+2+1
Spycost tracks prices to expose fake discounts
LAUNCH// 7h ago

Spycost tracks prices to expose fake discounts

Spycost tracks the historical pricing of products to help consumers detect artificial discounts and avoid price manipulation. By copying and pasting product URLs, users can monitor price changes, compile a watchlist, and receive push or email alerts when items hit their target price.

productivityfinanceshoppingprice-trackingpersonal-finance+5+4+3+2+1
ScorAxis launches Claude-powered resume scanner
LAUNCH// 7h ago

ScorAxis launches Claude-powered resume scanner

ScorAxis is an AI-powered resume scanner tuned for the Indian job market that evaluates PDFs against Applicant Tracking System (ATS) standards. The tool combines deterministic layout checks with Claude AI content analysis to generate a 0–100 compatibility score in 15 seconds.

productivityhosted-serviceartificial-intelligenceatsresume-parser+5+4+3+2+1
Kimi K3 launch strengthens open-source case
MODEL// 13h ago

Kimi K3 launch strengthens open-source case

The release of Moonshot AI's Kimi K3, an open-weights model with 2.8 trillion parameters, a 1-million-token context window, and native visual processing, has sparked discussion about the viability of proprietary frontier LLM training. As open-weights models achieve performance parity with proprietary systems on key coding and agentic benchmarks, developers and investors are increasingly questioning the massive capital requirements of closed-source frontier projects in favor of more cost-effective open alternatives.

kimi-k3moonshot-aiopen-weightsopen-sourcellmfrontier-models+6+5+4+3+2+1
Moonshot AI launches Kimi K3
MODEL// 13h ago

Moonshot AI launches Kimi K3

Moonshot AI has launched Kimi K3, a natively multimodal 2.8-trillion-parameter model with a 1-million-token context window. Built on a novel attention architecture, the model is optimized for long-horizon coding and multi-step reasoning tasks.

kimi-k3moonshot-aimodel-releasemultimodalartificial-intelligenceopen-weightsllm+7+6+5+4+3+2+1
SATURDAY // 2026-07-18
9 items
JUL 18
Kimi K3, robot UFC, song to MIDI, AI video gen on phone, flying humanoids: AI NEWS
// WATCH
YouTube

Kimi K3, robot UFC, song to MIDI, AI video gen on phone, flying humanoids: AI NEWS

+10

AI Search

Cuelume: fourteen synthesized interaction sounds via Web Audio API
// WATCH
YouTube

Cuelume: fourteen synthesized interaction sounds via Web Audio API

Github Awesome

America Is Now Building Humanoid AI Robot Soldiers for War
// WATCH
YouTube

America Is Now Building Humanoid AI Robot Soldiers for War

AI Revolution

GPT-5.6 Sol for Coding: A-Tier, Not S-Tier (Fable Still Wins)
// WATCH
YouTube

GPT-5.6 Sol for Coding: A-Tier, Not S-Tier (Fable Still Wins)

Every

Google Gemini’s New Updates Changed EVERYTHING! (NotebookLM Updates, Custom MCP & More)
// WATCH
YouTube

Google Gemini’s New Updates Changed EVERYTHING! (NotebookLM Updates, Custom MCP & More)

+3

Rob The AI Guy

Train AI Models to Be Self-Aware (IFT, Harvard, MIT)?
// WATCH
YouTube

Train AI Models to Be Self-Aware (IFT, Harvard, MIT)?

+2

Discover AI

Your Dream Job Depends on a Random Number... #ai #techjobs #technology
// WATCH
YouTube

Your Dream Job Depends on a Random Number... #ai #techjobs #technology

Better Stack

Claude Code,Codex + FREE Opus, Gemini API: FULLY FREE AI Coder is CRAZY!
// WATCH
YouTube

Claude Code,Codex + FREE Opus, Gemini API: FULLY FREE AI Coder is CRAZY!

+1

AICodeKing

Anthropic's Downfall... Kimi K3.1, Grok 4.6, DeepSeek v4 GA, U.S. Gov's Gold Eagle, & Robot MMA!
// WATCH
YouTube

Anthropic's Downfall... Kimi K3.1, Grok 4.6, DeepSeek v4 GA, U.S. Gov's Gold Eagle, & Robot MMA!

+3

WorldofAI

FRIDAY // 2026-07-17
3 items
JUL 17
Kimi K3 is FABLE LEVEL Open Source AI
// WATCH
YouTube

Kimi K3 is FABLE LEVEL Open Source AI

+2

Wes Roth

LLM Space: a desktop agent workbench for versioning prompts, replaying failed sessions step by step
// WATCH
YouTube

LLM Space: a desktop agent workbench for versioning prompts, replaying failed sessions step by step

+1

Github Awesome

He Used AI to Pitch a New Feature to His Whole Company
// WATCH
YouTube

He Used AI to Pitch a New Feature to His Whole Company

Every