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Latest Field Note//field note//58d 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.62d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem66d 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→
SATURDAY // 2026-07-18
42 items
JUL 18
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

Operators orchestrate Claude, Codex, Hermes on Raft
TUTORIAL// 23m ago

Operators orchestrate Claude, Codex, Hermes on Raft

Machina outlines a multi-agent workflow combining Claude Code, Codex, and Hermes as persistent teammates in a shared workspace called Raft. Running on a local daemon, these specialized agents collaborate in Slack-like channels with compounding memory to build tools, write code, and review each other's work.

agentmulti-agent-systemsraftclaude-codecodexhermesautomationproductivity+8+7+6+5+4+3+2+1
DeepSeek V4 delay, API deadline forces transition
MODEL// 21m ago

DeepSeek V4 delay, API deadline forces transition

DeepSeek informed API users in late June that the official stable release of DeepSeek V4 was planned for mid-July, alongside a new peak and off-peak pricing scheme. While the stable version has not yet shipped as of July 17, a hard deadline on July 24 will deprecate legacy API aliases like deepseek-chat and deepseek-reasoner, forcing developers to migrate to the new V4 models.

deepseekdeepseek-v4apillmpricing+5+4+3+2+1
Mint drops Gaussian splat golf course builder
UPDATE// 53m ago

Mint drops Gaussian splat golf course builder

Developer tamrrat announced that users of the 3D generation and composition platform Mint (mint.gg) can now create custom virtual golf courses by mixing volumetric data and polygonal geometry. The platform integrates Gaussian splats generated from World Labs' spatial intelligence model, Marble, to establish highly realistic terrains and course environments. These are paired with 3D meshes generated by Tripo AI for interactive game elements and props. This update demonstrates the power of asset composability by joining distinct generative 3D modalities within a web-based editor.

3dgaussian-splattinggenerative-aiworld-labsmarbletripo-aigame-devwebxrmint+9+8+7+6+5+4+3+2+1
Grok Build 0.2.105 defaults to Grok 4.5
UPDATE// 1h ago

Grok Build 0.2.105 defaults to Grok 4.5

Grok Build version 0.2.105 updates its default model to Grok 4.5, featuring selectable high, medium, and low reasoning effort. Additional updates include allowing the /btw command to work inside the minimal interface (grok --minimal), introducing a new /summarize command for instant session summaries, and adding local network connection support.

grok-buildclidevtoolgrok-4.5updateartificial-intelligence+6+5+4+3+2+1
AGIBOT unveils four robots at WAIC 2026
LAUNCH// 1h ago

AGIBOT unveils four robots at WAIC 2026

At WAIC 2026, AGIBOT unveiled four new robots: the A3 Ultra humanoid, Lingxi X2 EDU research robot, Jingling G2 Max industrial robot, and OmniHand 3 Ultra-M dexterous manipulation system. The company deployed over 30 robots at the venue to showcase real-world operational capabilities and highlight its shift to high-volume production.

roboticshumanoid-robotsembodied-aiproduct-launchagibotwaic-2026+6+5+4+3+2+1
Plannotator visualizes batch grilling agent plans
UPDATE// 1h ago

Plannotator visualizes batch grilling agent plans

Matt Pocock's AI skills repository now supports batch grilling, where AI agents iteratively interview the developer to refine project plans. To review these plans, developers can use Plannotator's browser-based UI via the `/plannotator-last` command to inspect diffs, leave inline annotations, and send feedback back to the agent.

plannotatorai-coding-agentsagentic-engineeringdevtoolcode-reviewai-coding+6+5+4+3+2+1
OpenCode founder replaces editor with voice
NEWS// 2h ago

OpenCode founder replaces editor with voice

OpenCode co-founder Dax Raad (@thdxr) shared that fast local voice models have replaced traditional editors and coding agents in his workflow. He noted that the speed of voice dictation beats keyboard-driven navigation, especially as LLMs are now robust enough to infer intent from rambling speech.

voice-codinglocal-aisttopencodedevtoolneovimartificial-intelligencecoding-agentai-codingagent+10+9+8+7+6+5+4+3+2+1
open-slide ships Keynote-style Morph Transition
UPDATE// 3h ago

open-slide ships Keynote-style Morph Transition

The open-slide presentation framework has launched Morph Transition, enabling Keynote-style Magic Move animation effects. Powered by a new MorphElement component, the framework automatically handles motion, resizing, and color transitions, allowing AI coding agents to build them from natural language prompts.

open-slidepresentationreactanimationfrontendagentcoding-agentai-coding+8+7+6+5+4+3+2+1
OpenRouter adds nine new AI models
MODEL// 4h ago

OpenRouter adds nine new AI models

Unified API provider OpenRouter has added nine major new AI models to its platform, highlighted by Moonshot AI's Kimi K3, Meta AI's Muse Spark 1.1, and Thinking Machines Lab's Inkling. The additions provide developers with immediate API access to these frontier systems for tasks ranging from long-horizon coding and tool use to multimodal reasoning.

openrouterkimi-k3muse-sparkinklingthinking-machines-labmoonshot-aimeta-aimoemodel-releasellm+10+9+8+7+6+5+4+3+2+1
Tesana automates character weapon rigging
UPDATE// 5h ago

Tesana automates character weapon rigging

Tesana AI has rolled out an engine upgrade that automates character weapon and item attachments, bypassing the tedious manual rigging process. By automatically handling grip points and alignment, the engine allows developers to speed up asset importing and focus on core game design.

game-developmentartificial-intelligenceno-coderigging3d-animationgame-engine+6+5+4+3+2+1
GLM-5.2 matches closed models on cyber tasks
BENCHMARK// 5h ago

GLM-5.2 matches closed models on cyber tasks

The UK AI Security Institute (AISI) has released evaluation results from testing leading open-weight AI models against closed frontier systems on practical cyber work, such as vulnerability research, reverse engineering, exploitation, and multi-step network attacks. The benchmark results indicate that the performance gap between open-weight and closed-weight models is shrinking rapidly, with Z.ai's open-weight GLM-5.2 matching the cyber capabilities of closed frontier models released just four to seven months prior.

open-sourceopen-weightsglm-5.2securityevaluationllmuk-aisi+7+6+5+4+3+2+1
Kimi K3 generates multiplayer Halo remake
NEWS// 6h ago

Kimi K3 generates multiplayer Halo remake

A viral demonstration on X showcases a functional 10v10 multiplayer recreation of Halo: Combat Evolved built with a single prompt on Moonshot AI's newly released Kimi K3 model. Operating without traditional game engines or development teams, the generated multiplayer demo supports up to 20 players in a lobby and features working weapons, vehicles, and maps, highlighting Kimi K3's advanced logic and coding capabilities.

kimi-k3moonshot-aigame-developmentai-codinghalo-cegame-generationcode-generation+7+6+5+4+3+2+1
GPT-5.6 Sol Pro closes 30-year optimization gap
NEWS// 3h ago

GPT-5.6 Sol Pro closes 30-year optimization gap

UC Berkeley professor Phillip Kerger used OpenAI's GPT-5.6 Sol Pro to resolve a 30-year complexity gap in zeroth-order convex optimization by establishing a quadratic lower bound. The proof was generated in a single session using a structured prompt modeled on OpenAI's Cycle Double Cover conjecture methodology and was later verified using the Lean proof assistant.

artificial-intelligencemathematicsconvex-optimizationleangpt-5.6proof-verification+6+5+4+3+2+1
Mercury Agent teases biggest update ever
UPDATE// 6h ago

Mercury Agent teases biggest update ever

Cosmic Stack Labs' Mercury Agent, an open-source AI agent designed to function as an "always-on" personal assistant with structured persistent memory, permission-hardened tools, and multi-channel access (CLI/Telegram), has teased its largest update to date. The update was announced via their official X account, hinting at significant new features and capabilities for the autonomous assistant.

agentopen-sourcecosmic-stack-labschatbottelegramdevtool+6+5+4+3+2+1
Wigolo launches local-first MCP search engine
OPEN SOURCE// 7h ago

Wigolo launches local-first MCP search engine

wigolo is a local-first search, crawl, and research tool designed specifically for AI coding agents over the Model Context Protocol (MCP). By running browser engines and embeddings locally, it eliminates external API costs and provides capabilities like HTML fetching, recursive crawling, and structured data extraction under the AGPL-3.0 license.

mcplocal-firstweb-crawlersearch-engineagentopen-sourcejavascripttypescriptdockercoding-agentai-codingtool-use+12+11+10+9+8+7+6+5+4+3+2+1
G0DM0D3: open-source multi-model red-teaming interface
OPEN SOURCE// 7h ago

G0DM0D3: open-source multi-model red-teaming interface

G0DM0D3 is a browser-based, single-file chat application created by elder-plinius (Pliny the Prompter) that allows users to query over 50 different language models simultaneously via OpenRouter. Built specifically for AI safety research, cognitive probing, and red-teaming, it features "GODMODE CLASSIC" for testing jailbreak combinations, "ULTRAPLINIAN" for multi-model evaluation, and "Parseltongue" for input perturbation to analyze the boundaries of post-training safety guardrails.

g0dm0d3safetysecurityopen-sourceprompt-engineeringllmopenrouter+7+6+5+4+3+2+1
Stack Overflow question volume continues steep decline
NEWS// 7h ago

Stack Overflow question volume continues steep decline

A Stack Exchange Data Explorer query graph highlights a dramatic reduction in monthly questions asked on Stack Overflow. While the platform has been in a gradual, structural decline since its peak around 2014 due to moderation policies and community friction, the drop-off accelerated dramatically after the release of ChatGPT in late 2022, as developers shifted from searching public forums to querying conversational AI assistants directly inside their IDEs.

stackoverflowaillmdeveloper-experiencechatgptdata-explorer+6+5+4+3+2+1
Grok 4.6, Cursor Composer 3 team up
NEWS// 10h ago

Grok 4.6, Cursor Composer 3 team up

A social media post highlights the roadmap and synergy between upcoming AI tools: xAI's Grok 4.6 and the eventual major Grok 5 release, alongside Cursor AI's upcoming Composer 3. The developer community envisions a future workflow where Grok serves as the strategic planner due to its reasoning capabilities, while Composer 3 acts as the fast, cost-effective "workhorse" for implementing code modifications, continuing the development of the Composer series.

grokcursorcursor-composerai-codingdevtoolxaicursor-aicode-generation+8+7+6+5+4+3+2+1
Basalt Labs drops 1.57T MoE Monolith-1.0
MODEL// 11h ago

Basalt Labs drops 1.57T MoE Monolith-1.0

Basalt Labs has released Monolith-1.0, an open-weight 1.57-trillion-parameter Mixture-of-Experts reasoning model under the MIT license. Trained on 60 trillion tokens, the model supports a native 1-million-token context window and integrates grouped-query attention, fine-grained routing, and multi-token prediction heads.

monolith-1.0basalt-labsopen-weightsmoellmaireasoningmit-licenselong-context+9+8+7+6+5+4+3+2+1
Moonshot AI teases Kimi K3.1
UPDATE// 11h ago

Moonshot AI teases Kimi K3.1

Moonshot AI has teased Kimi K3.1, an upcoming update to its flagship 2.8-trillion-parameter Kimi K3 model. The tease was posted shortly after the release of Kimi K3, in response to feedback about its user experience.

moonshot-aikimi-k3.1llmartificial-intelligence+4+3+2+1
White House launches Gold Eagle initiative
POLICY// 11h ago

White House launches Gold Eagle initiative

The White House has launched Gold Eagle, an AI-powered federal clearinghouse to accelerate software vulnerability triage and remediation across government systems and critical infrastructure. Alongside vulnerability patching, the initiative reportedly marks a shift toward federal gatekeeping of frontier AI model access.

gold-eaglecybersecuritywhite-houseexecutive-order-14409regulationartificial-intelligencevulnerability-remediation+7+6+5+4+3+2+1
xAI Grok 4.6 finishes training next week
MODEL// 11h ago

xAI Grok 4.6 finishes training next week

xAI is expected to finish training its 2-trillion-parameter Grok 4.6 model next week. The model features a significant scaling upgrade over Grok 4.5, with a public release anticipated in August.

grok-4.6xaielon-muskllmai-modeltrainingparameter-scale+7+6+5+4+3+2+1
SketchLog compresses streaming telemetry in Rust
OPEN SOURCE// 7h ago

SketchLog compresses streaming telemetry in Rust

SketchLog is an open-source Rust-based streaming metrics compression engine that utilizes probabilistic data structures to compress millions of telemetry events into tiny statistical summaries in real time. It enables querying metrics like latency and unique user counts using streaming SQL without persisting massive raw event streams.

observabilitytelemetryopen-sourcerustdatabaseanalytics+6+5+4+3+2+1
Utter debuts agent-centric project management platform
LAUNCH// 7h ago

Utter debuts agent-centric project management platform

Utter is a collaborative project management platform designed to integrate human teams with AI agents as first-class team members. It offers a shared workspace with review gates for agent-proposed changes, live session monitoring, and a first-party Model Context Protocol (MCP) server.

task-managementartificial-intelligencedevelopmentmcpcollaborationproject-managementtool-use+7+6+5+4+3+2+1
Mirage launches interactive product demo tool
LAUNCH// 7h ago

Mirage launches interactive product demo tool

Mirage allows SaaS companies to build interactive, pixel-sharp, and fast-loading product tours from DOM-based Chrome extension captures. The resulting demos can be customized and embedded via iframe into landing pages or emails with built-in conversion analytics.

marketinghosted-servicedevtool+3+2+1
Clark launches autonomous cloud AI coworker
LAUNCH// 7h ago

Clark launches autonomous cloud AI coworker

Clark is an autonomous AI coworker designed to execute real-world workflows inside a dedicated cloud computer equipped with a browser, terminal, and file system. Users assign tasks asynchronously, allowing the agent to execute code, delegate to parallel specialists, and return verifiable evidence without needing active supervision.

productivitydevtoolartificial-intelligenceai-coworkeragent+5+4+3+2+1
Dictately drops macOS AI voice dictation
LAUNCH// 7h ago

Dictately drops macOS AI voice dictation

Dictately is a premium voice-to-text dictation application for macOS that lets users speak naturally into any application by holding an activation key. Powered by OpenAI's Whisper model, it features context-aware formatting and an on-device local mode for enhanced privacy.

macproductivityartificial-intelligencevoice-dictationwhisper-ai+5+4+3+2+1
AgentGrid orchestrates AI agents on infinite canvas
LAUNCH// 7h ago

AgentGrid orchestrates AI agents on infinite canvas

AgentGrid has launched a desktop application for macOS, Linux, and Windows that provides a persistent, infinite canvas to run and coordinate AI coding agents alongside developer tools. The workspace integrates locally with systems like Claude Code to visualize multi-agent orchestration and preserve session states across restarts.

devtoolartificial-intelligenceagentdata-visualizationprogrammingcoding-agentai-coding+7+6+5+4+3+2+1
FastDev generates FastAPI, NestJS, Go backends
LAUNCH// 7h ago

FastDev generates FastAPI, NestJS, Go backends

FastDev is a developer tool that scaffolds complete, ready-to-deploy backend projects using a single configuration file or a visual studio interface. It generates fully owned and clean code—including models, database migrations, CRUD operations, and authentication—for FastAPI, NestJS, and Go Fiber, with future support planned for Next.js frontend generation.

hosted-servicedevtoolartificial-intelligencebackend-generatorapi+5+4+3+2+1
ZooData launches URL-to-JSON agent data layer
LAUNCH// 7h ago

ZooData launches URL-to-JSON agent data layer

ZooData is a specialized data layer for AI agents that transforms unstructured web URLs into clean, agent-ready JSON, reducing LLM token consumption by around 75% compared to raw HTML or markdown. It features built-in e-commerce intelligence for Amazon and TikTok, with developer integrations available via API, CLI, and an MCP server.

devtoolartificial-intelligencee-commerceweb-scrapingmcp-server+5+4+3+2+1
Buzzy launches agentic infinite video canvas
LAUNCH// 7h ago

Buzzy launches agentic infinite video canvas

Buzzy is a creative AI co-director that provides an infinite spatial canvas optimized for end-to-end video production, enabling creators to brainstorm, storyboard, and edit long-form projects. The browser-based platform orchestrates multiple generative models to allow precise control over subject consistency, camera angles, and lighting within a single unified workspace.

artificial-intelligencevideo-gencreative-toolsdesign-toolsproduct-launchmoviesmarketing+7+6+5+4+3+2+1
HaloYKL launches AI utility suite
LAUNCH// 7h ago

HaloYKL launches AI utility suite

HaloYKL is a multi-functional AI utility suite featuring tools for daily workflows, branding, and stock market research. The platform offers context-aware message reply drafting, brand strategy development, and plain-English financial translations.

productivityinvestingartificial-intelligencecommunicationbrand-strategy+5+4+3+2+1
Acebuilder drops AI landing page builder
LAUNCH// 7h ago

Acebuilder drops AI landing page builder

Created by the Aceternity UI team, Acebuilder is an AI website builder that generates landing pages using real Aceternity Pro components. Users can customize layouts via chat, refine specific sections with design skills, and export the clean code as a ZIP file.

design-toolsweb-developmentwebsite-builderartificial-intelligencefrontendnextjsreactui-libraryacebuilder+9+8+7+6+5+4+3+2+1
DocuSmart AI launches unified semantic search
LAUNCH// 7h ago

DocuSmart AI launches unified semantic search

DocuSmart AI is a unified semantic search platform designed for non-profits and small-to-medium enterprises to query internal documents across Google Drive, SharePoint, and Dropbox. Because it requires no file migration, teams can connect existing repositories and get instant answers in plain English.

artificial-intelligencebusiness-intelligenceyc-applicationdocument-searchknowledge-management+5+4+3+2+1
Klutter AI automates personal finance tracking
LAUNCH// 7h ago

Klutter AI automates personal finance tracking

Klutter AI is an automated, privacy-first personal finance tracker designed to eliminate manual bookkeeping. By leveraging AI to extract data from receipts, bank SMS notifications, and emails, the app automatically logs, categorizes, and analyzes expenses in real time.

androidartificial-intelligencefinancepersonal-finance+4+3+2+1
OpenMarkdown launches agent-native collaborative editor
LAUNCH// 7h ago

OpenMarkdown launches agent-native collaborative editor

OpenMarkdown is a lightweight, local-first Markdown editor optimized for real-time collaborative editing between developers and AI coding agents. Built with Tauri and Rust, it connects with agents via CLI or Model Context Protocol (MCP) to provide a secure, telemetry-free shared workspace.

devtoolmarkdownagentlocal-firstmcptauricoding-agentai-codingtool-use+9+8+7+6+5+4+3+2+1
Koru parser defeats exponential backtracking cliffs
OPEN SOURCE// 13h ago

Koru parser defeats exponential backtracking cliffs

Koru has introduced std/parser, a compile-time parser library for its Event Continuation Language that utilizes common-head factoring to eliminate backtracking-induced performance cliffs. By evaluating shared prefixes only once during codegen, the parser achieves a throughput of 537.5 MB/s, outperforming Rust's nom by 1.9x and Haskell's parsec by 44x.

koruparserjsoncompilersbenchmarkingprogramming-languagesperformancepeg+8+7+6+5+4+3+2+1
Anthropic bundles Claude Fable 5 into premium plans
UPDATE// 13h ago

Anthropic bundles Claude Fable 5 into premium plans

Starting July 20, Anthropic is bundling Claude Fable 5 into Max and Team Premium plans at 50% of standard limits. Users on Pro and Team Standard tiers will instead access the model via usage credits.

anthropicclaude-fable-5kimi-aipricinggenerative-aillm+6+5+4+3+2+1
FRIDAY // 2026-07-17
16 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

Craig Mod on Why He Built a Social Network Where Everything Disappears in a Week
// WATCH
YouTube

Craig Mod on Why He Built a Social Network Where Everything Disappears in a Week

Every

Google Just Made TensorFlow.js Obsolete (LiteRT.js)
// WATCH
YouTube

Google Just Made TensorFlow.js Obsolete (LiteRT.js)

+2

Better Stack

From Database Bottleneck to 60 Million Users #startup #engineering
// WATCH
YouTube

From Database Bottleneck to 60 Million Users #startup #engineering

DIY Smart Code

ChatGPT Released MORE 5.6 & Work Updates That Are Crazy! (New ChatGPT Features)
// WATCH
YouTube

ChatGPT Released MORE 5.6 & Work Updates That Are Crazy! (New ChatGPT Features)

+1

Rob The AI Guy

The MRR Control Freak Who Let an AI-Backed Gift Link Ship Anyway
// WATCH
YouTube

The MRR Control Freak Who Let an AI-Backed Gift Link Ship Anyway

Every

Craig Mod: Why He Won't Touch the Internet Until After Lunch
// WATCH
YouTube

Craig Mod: Why He Won't Touch the Internet Until After Lunch

Every

How do we choose the next token from a transformer (LLM)? #explainer  #programming #ml
// WATCH
YouTube

How do we choose the next token from a transformer (LLM)? #explainer #programming #ml

Syntax

Stop Debating Features — Ship It and Let the Data Decide
// WATCH
YouTube

Stop Debating Features — Ship It and Let the Data Decide

Every

Websites Know Your OS With Just 1 Line of JavaScript #javascript #didyouknow #tech
// WATCH
YouTube

Websites Know Your OS With Just 1 Line of JavaScript #javascript #didyouknow #tech

Better Stack

How To Use Codex To Build Insanely Beautiful Websites With GPT 5.6 Sol
// WATCH
YouTube

How To Use Codex To Build Insanely Beautiful Websites With GPT 5.6 Sol

+2

AI LABS

KIMI 3 - 5 Design Tests  for UI/UX & Logos
// WATCH
YouTube

KIMI 3 - 5 Design Tests for UI/UX & Logos

+2

DesignCourse

Craig Mod: Anyone Can Build a Company Now — Almost No One Can Maintain One
// WATCH
YouTube

Craig Mod: Anyone Can Build a Company Now — Almost No One Can Maintain One

Every

27 Billion Parameter AI Just Ran on a Phone (No Cloud Needed) #ai #aitools #bonsai
// WATCH
YouTube

27 Billion Parameter AI Just Ran on a Phone (No Cloud Needed) #ai #aitools #bonsai

Better Stack