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markdown
Latest Field Note//field note//43d 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.47d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem51d 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→
FRIDAY // 2026-07-03
48 items
JUL 03
The Best AI Coding Setup Isn't the Most Autonomous One (Here's Why)
// WATCH
YouTube

The Best AI Coding Setup Isn't the Most Autonomous One (Here's Why)

Cole Medin

Facebook Just Gave Claude Code A New Design System
// WATCH
YouTube

Facebook Just Gave Claude Code A New Design System

+1

AI LABS

🚨🚨 Fable Is Disappointing - Tesla Caps AI Spending - Zucks to Zuck 🚨🚨
// WATCH
YouTube

🚨🚨 Fable Is Disappointing - Tesla Caps AI Spending - Zucks to Zuck 🚨🚨

+2

The PrimeTime

CEOs I'd have a Beer with
// WATCH
YouTube

CEOs I'd have a Beer with

The PrimeTime

The NEW Geometry Behind AI Reasoning (Princeton, Berkeley)
// WATCH
YouTube

The NEW Geometry Behind AI Reasoning (Princeton, Berkeley)

Discover AI

Design Agents That Run for Days!
// WATCH
YouTube

Design Agents That Run for Days!

Prompt Engineering

what if websites were felt?
// WATCH
YouTube

what if websites were felt?

+3

Syntax

Parallel Box Decoding Changes Everything #NVIDIA #OpenSource
// WATCH
YouTube

Parallel Box Decoding Changes Everything #NVIDIA #OpenSource

+1

DIY Smart Code

I Found a Free Burp Suite Alternative You Should Know About (Yakit)
// WATCH
YouTube

I Found a Free Burp Suite Alternative You Should Know About (Yakit)

+1

Better Stack

GitHub Trending Weekly #38: tabfm, lift, firstmate, dd, openwiki, ds.css, gitfut, tine, OpenTag
// WATCH
YouTube

GitHub Trending Weekly #38: tabfm, lift, firstmate, dd, openwiki, ds.css, gitfut, tine, OpenTag

+11

Github Awesome

Every AI lab shipping their own IDE now — is that good or bad? #coding #AItools
// WATCH
YouTube

Every AI lab shipping their own IDE now — is that good or bad? #coding #AItools

DIY Smart Code

Vercel emulate adds same-origin Nuxt support
UPDATE// 7m ago

Vercel emulate adds same-origin Nuxt support

Vercel Labs has released a Nuxt adapter for emulate, its stateful local API emulation tool that acts as a local server to provide drop-in replacements for third-party APIs. This release brings same-origin testing to Nuxt, allowing developers to execute full, stateful workflows offline, in CI/CD, or within sandboxed agent environments.

emulatevercelnuxttestinglocal-developmentapi-emulationopen-source+7+6+5+4+3+2+1
Gemini Spark adds macOS desktop automation
UPDATE// 37m ago

Gemini Spark adds macOS desktop automation

Google has released a major update for Gemini Spark, its always-on AI agent, extending support to macOS and enhancing its desktop workflow capabilities. This update enables the autonomous assistant to automate tasks across local files and connected desktop applications, transitioning the AI from a purely reactive chatbot to a persistent background helper.

googlegemini-sparkmacosagentautomationworkspaceproduct-update+7+6+5+4+3+2+1
Developers trim Claude Fable 5 thinking levels
NEWS// 1h ago

Developers trim Claude Fable 5 thinking levels

With the release of Claude Fable 5, Anthropic introduced adjustable thinking levels to control the model's reasoning budget. However, developers are finding that using levels above low or medium is rarely necessary, prompting a shift toward scaling back reasoning to optimize compute costs.

anthropicclaude-fable-5thinking-levelsai-optimizationreasoning-modelscost-management+6+5+4+3+2+1
Developers run parallel Claude Fable 5 sessions
NEWS// 1h ago

Developers run parallel Claude Fable 5 sessions

A developer highlights the transformative impact of Anthropic's Claude Fable 5, showing how some developers are already running multiple parallel sessions of the model concurrently. Instead of treating AI as a tool for minor, incremental time-savings, these developers orchestrate multiple autonomous Fable sessions to tackle different engineering problems at the same time, freeing them to plan their next steps.

claude-fable-5anthropicagentsoftware-development+4+3+2+1
Developer @fofrAI has released an Agent Skill for Gemini Omni Flash to simplify the creation and editing of AI-generated videos.
OPEN SOURCE// 1h ago

Developer @fofrAI has released an Agent Skill for Gemini Omni Flash to simplify the creation and editing of AI-generated videos.

Developer @fofrAI created an Agent Skill for Gemini Omni Flash, hosted in the google-gemini/gemini-skills repository, to simplify developer access to the model's video generation and editing features. The release helps users experiment with diverse video styles and manage detailed multimodal inputs.

gemini-omni-flashagent-skillsvideo-genopen-sourcedevelopers+5+4+3+2+1
AI Community Shares Claude Fable 5 Experiences
UPDATE// 2h ago

AI Community Shares Claude Fable 5 Experiences

Following a temporary global suspension, Anthropic's Claude Fable 5 returned to active service on July 1, 2026. While developers praise its reasoning capabilities, the return has sparked controversy over silent system downgrades labeled "TOO_DUMB_TO_NEED_FABLE" in logs.

anthropicclaudeclaude-fable-5artificial-intelligencedeveloper-experiencellm+6+5+4+3+2+1
Qwen Cloud launches first global AI hackathon
NEWS// 2h ago

Qwen Cloud launches first global AI hackathon

Qwen Cloud has announced its first Global AI Hackathon, running until July 8, 2026, with over $70,000 in total prizes across five agent-focused tracks. Every participant receives $200 in Alibaba Cloud credits to build and deploy applications using developer-first Qwen Cloud APIs.

hackathonqwen-cloudalibaba-cloudai-agents+4+3+2+1
DiscoLoop prevents representation drift in looping Transformers
RESEARCH// 2h ago

DiscoLoop prevents representation drift in looping Transformers

DiscoLoop is a looping Transformer architecture designed to address representation drift across iteration loops by maintaining both a discrete embedding channel and a continuous hidden-state channel. This dual-channel design prevents representation drift across loops, leading to significant improvements in out-of-distribution generalization and multi-hop reasoning capabilities.

discolooptransformerdeep-learningreasoninglooping-architecture+5+4+3+2+1
Tesla caps AI spending, exempts Grok
POLICY// 2h ago

Tesla caps AI spending, exempts Grok

Tesla has capped employee spending on third-party AI tools at $200 per week while exempting beta versions of xAI's Grok. This move is designed to encourage internal dogfooding of Grok and control runaway subscription costs from external competitors.

teslagrokxaiai-spendingcorporate-policyelon-musk+6+5+4+3+2+1
PRISM-T isolates silent LLM model drift
RESEARCH// 3h ago

PRISM-T isolates silent LLM model drift

Every LLM-based brand tracker is confounded by whether metric changes stem from actual brand movements or silent model updates. PRISM-T addresses this by tracking a pinned, cryptographically hash-sealed panel of static brand artifacts to isolate and measure model drift.

prism-tllmbrand-trackingobservabilitymodel-driftcryptographyai-metrics+7+6+5+4+3+2+1
Valve open-sources Inkterface E-Ink faceplate
OPEN SOURCE// 51m ago

Valve open-sources Inkterface E-Ink faceplate

Valve has released the code, firmware, and CAD files for Inkterface, an open-source DIY E-Ink secondary display faceplate mod for the Steam Machine. Hosted on GitLab under the MIT license, the project outlines all components needed for assembly, leaving manufacturing to hobbyists or third-party accessory makers like JSAUX.

valvesteam-machinee-inkopen-sourcehardware-moddinggitlabjsaux+7+6+5+4+3+2+1
Elena Verna targets AI confidence theater
NEWS// 50m ago

Elena Verna targets AI confidence theater

Elena Verna critiques the performative culture around AI adoption, arguing that professional pressure has created a toxic environment of exaggerated AI workflows. She notes that while AI is useful for basic tasks, truly critical workflows are rare, and the resulting hype distorts reality and harms genuine innovation.

artificial-intelligenceai-hypeworkplace-productivitysubstack+4+3+2+1
xAI releases Grok Build 0.2.84
UPDATE// 4h ago

xAI releases Grok Build 0.2.84

xAI released version 0.2.84 of Grok Build, introducing visible reasoning blocks and live announcements without requiring session restarts. Usage limits are also now combined across Build, Imagine, and Grok.

grok-buildxaigrokterminaldevtool+5+4+3+2+1
Tesana AI generates playable 3D games from single prompt
VIDEO// 4h ago

Tesana AI generates playable 3D games from single prompt

Tesana AI is a no-code game development platform that allows users to build playable 3D games and interactive worlds using natural language prompts. The conversational interface allows creators to generate characters, environments, and game mechanics instantly, playtesting and refining them through iterative prompts.

game-devgenerative-aitext-to-gameno-codeartificial-intelligenceai-codingcode-generation+7+6+5+4+3+2+1
Fable 5 cheat sheet optimizes Claude Code
TUTORIAL// 5h ago

Fable 5 cheat sheet optimizes Claude Code

AI developer Machina (@EXM7777) released a cheat sheet and free course for utilizing Anthropic's Claude Code CLI tool with the Claude Fable 5 model. The resources cover setup instructions, optimization strategies for maximizing output quality on any project, methods for reducing token costs by offloading tasks to Opus worker models, and five example agentic workflows that developers can implement immediately.

claude-codefable-5artificial-intelligenceagentic-workflowsprompt-engineeringanthropicopustutorialai-codingcode-generation+10+9+8+7+6+5+4+3+2+1
GPT 5.6 Sol Ultra beats Fable 5
MODEL// 5h ago

GPT 5.6 Sol Ultra beats Fable 5

OpenAI is reportedly launching its new GPT 5.6 model family next week, featuring a Sol Ultra model that outperforms Anthropic's Fable 5 on TerminalBench at half the price. The release coincides with reports that Anthropic is pulling Fable 5 from subscription services, potentially shifting the coding model landscape.

openaigpt-5.6sol-ultrafable-5anthropicterminalbenchai-codingcode-generation+8+7+6+5+4+3+2+1
Google Research open-sources TabFM model
MODEL// 5h ago

Google Research open-sources TabFM model

TabFM is a scikit-learn compatible tabular foundation model developed by Google Research for zero-shot classification and regression. Leveraging in-context learning, it reads training rows as context to predict test targets in a single forward pass using PyTorch or JAX backends.

tabfmtabular-datafoundation-modelmachine-learningzero-shotscikit-learnjaxpytorchgoogle-research+9+8+7+6+5+4+3+2+1
dd runs Docker containers natively on macOS
OPEN SOURCE// 5h ago

dd runs Docker containers natively on macOS

dd is an open-source JIT-based translation layer that executes Linux and Docker containers directly as native macOS user-space processes, bypassing virtual machine overhead. It implements the Docker Engine API, allowing developers to manage containers using standard docker CLI tools while maintaining namespaces, networking, and filesystem layers in userspace.

dockermacoscontainersvirtualizationjitopen-source+6+5+4+3+2+1
Yaklang debuts free Burp Suite alternative
VIDEO// 6h ago

Yaklang debuts free Burp Suite alternative

Yaklang is a domain-specific programming language for cybersecurity workflow automation and fuzzing, serving as the core scripting engine for the Yakit platform. Natively supporting networking and security primitives, it offers a free, open-source alternative to proprietary suites like Burp Suite.

yaklangyakitcybersecurityautomationfuzzingopen-sourcesecurity-tools+7+6+5+4+3+2+1
Haverbeke launches Wordgard open-source rich-text editor
OPEN SOURCE// 4h ago

Haverbeke launches Wordgard open-source rich-text editor

Wordgard is a new, modular, and schema-based in-browser rich-text editor library written in JavaScript and released under the permissive MIT license. Developed by Marijn Haverbeke as a greenfield rewrite incorporating lessons from nine years of ProseMirror maintenance, it features a completely new programming interface with facet-based extensions, a simplified change representation model inspired by CodeMirror 6, and a design aimed at minimizing DOM monitoring workarounds by utilizing standard `beforeinput` events.

wordgardprosemirrorrich-text-editorjavascriptwysiwygopen-source+6+5+4+3+2+1
Alibaba bans Claude Code over telemetry concerns
SECURITY// 4h ago

Alibaba bans Claude Code over telemetry concerns

Alibaba has ordered a workplace ban on Anthropic's Claude Code developer tool, effective July 10, 2026, after security concerns arose regarding a mechanism in version 2.1.91 that checked user time zones and proxy settings against a list of Chinese corporate networks. While Anthropic defended the mechanism as an anti-abuse and anti-distillation experiment designed to block unauthorized resellers, Alibaba has flagged the tool as high-risk software and instructed its developers to migrate to its in-house alternative, Qoder.

claude-codeanthropicalibabasecuritytelemetrybackdoorqodermodel-distillationai-codingcode-generation+10+9+8+7+6+5+4+3+2+1
Nando de Freitas calls for CANDI benchmarks
RESEARCH// 8h ago

Nando de Freitas calls for CANDI benchmarks

A discussion on X regarding the CANDI paper, which explores text diffusion. While the analysis is praised as a wonderful new direction beyond just perplexity metrics, there is an urgent call for post-training benchmark results and direct performance comparisons against established autoregressive LLMs to properly measure any existing performance gaps.

text-diffusionllmaillmsbenchmarkscandi+6+5+4+3+2+1
OpenAI replaces ChatGPT Canvas with Writing Blocks
UPDATE// 9h ago

OpenAI replaces ChatGPT Canvas with Writing Blocks

OpenAI has updated ChatGPT by replacing its side-by-side Canvas editing mode with inline Writing Blocks to streamline document and code drafting. While the new interface is intended to improve latency and simplify the layout, early user feedback indicates that the editor within Writing Blocks is less capable, making simple rewrites that were previously effortless feel frustratingly limited.

openaichatgptwriting-blockscanvasai-editorproduct-update+6+5+4+3+2+1
Osloq automates GitHub issue reproduction in sandboxes
LAUNCH// 4h ago

Osloq automates GitHub issue reproduction in sandboxes

Osloq is an AI agent that automates the reproduction of GitHub issues by executing code in dedicated sandboxes. By connecting to a repository and attempting to replicate bugs dynamically, it provides developers with evidence-based reports confirming whether an issue exists without requiring manual local setup.

devtoolartificial-intelligencegithubsoftware-development+4+3+2+1
Loops launches Goals to track conversions
UPDATE// 4h ago

Loops launches Goals to track conversions

Loops has launched Goals, an email tracking feature for SaaS teams to measure whether campaigns drive real-world conversion outcomes rather than just opens and clicks. Users can define conversion targets, set custom attribution windows, and view enrollment and conversion analytics directly inside the Loops dashboard.

email-marketingmarketing-automationanalyticsconversion-optimizationhosted-service+5+4+3+2+1
AISight optimizes websites for AI answer engines
LAUNCH// 4h ago

AISight optimizes websites for AI answer engines

AISight provides an executive report that analyzes AI crawler access, semantic structure, citation readiness, and evidence quality for any public website. It goes beyond simple analysis by offering prioritized findings and copy-paste technical fixes, enabling developers and marketers to easily improve their site's visibility to AI answer engines.

seodevtoolartificial-intelligence+3+2+1
OneShots converts raw app screenshots into store-ready visuals
LAUNCH// 4h ago

OneShots converts raw app screenshots into store-ready visuals

OneShots is a fast and efficient tool designed to generate store-ready marketing visuals for apps from raw screenshots. In just 10 seconds, users can upload their screenshots, pick a template, customize text and branding, and export all necessary device sizes and languages in bulk, bypassing manual resizing or external design tools like Figma.

design-toolsuser-experiencedevtool+3+2+1
SyncBooster automates social media management via AI chat
LAUNCH// 4h ago

SyncBooster automates social media management via AI chat

SyncBooster is an AI chatbot designed to simplify social media management for small service businesses. Users send a photo and brief note via chat to generate a customized post that can be simultaneously published across major platforms with a single confirmation.

social-mediamarketingaiautomationchatbotsmall-business+6+5+4+3+2+1
Cited connects Claude to Indian NIFTY 50 filings
LAUNCH// 4h ago

Cited connects Claude to Indian NIFTY 50 filings

Cited connects Claude to official Indian NIFTY 50 investor filings, earnings call replays, and annual reports as a free Custom Connector. It allows users to ask questions in plain English and receive fully-cited responses with exact figures or quotes, streamlining financial research by eliminating manual PDF searching.

fintechinvestingartificial-intelligencenifty-50claude+5+4+3+2+1
SharePrompt turns AI prompts into shareable images
LAUNCH// 4h ago

SharePrompt turns AI prompts into shareable images

SharePrompt is a free, no-signup tool designed to convert your favorite AI prompts into visually appealing, shareable images. Users simply select a card style that mimics popular AI chat interfaces like Claude, ChatGPT, or Gemini, input their prompt, choose a warm background gradient, and export a crisp PNG ready for social media.

design-toolssocial-mediaartificial-intelligence+3+2+1
Notta Desktop launches local Privacy Mode
UPDATE// 4h ago

Notta Desktop launches local Privacy Mode

Notta Desktop has launched Privacy Mode, allowing users to record and transcribe meetings locally on their devices without cloud processing. Designed for privacy-conscious professionals, this local-first update runs offline models and features a bot-free recording experience with a 7-day free trial.

notesmeetingssecurityaitranscriptionprivacylocal-first+7+6+5+4+3+2+1
Tamamon desktop pet evolves with Claude Code
LAUNCH// 4h ago

Tamamon desktop pet evolves with Claude Code

Tamamon is a privacy-first macOS desktop pet that grows and evolves based on developer activity in the Claude Code CLI. Running entirely locally to protect workspace privacy, the application features virtual pet mechanics like feeding, playing, and collecting 20 species with unique evolved forms.

macproductivitydevtoolgamificationcli+5+4+3+2+1
Aura Matter designs custom jewelry with AI
LAUNCH// 4h ago

Aura Matter designs custom jewelry with AI

Aura Matter uses AI to generate custom jewelry concepts from descriptive prompts that can be explored and refined in interactive 3D. Users can select materials and order their personalized designs as physical, made-to-order pieces directly through the platform.

wearablesartificial-intelligence3d-modelingjewelrygenerative-ai+5+4+3+2+1
nxt drops voice-first AI task manager
LAUNCH// 4h ago

nxt drops voice-first AI task manager

nxt is a voice-first task manager designed to simplify to-do lists by automatically organizing spoken brain-dumps into tasks. To combat decision paralysis, the AI-powered app recommends exactly one next action to work on at a time.

productivitytask-managementartificial-intelligencevoice-agentmobile-appsadhdagent+7+6+5+4+3+2+1
Archify visualizes web app architecture in-browser
LAUNCH// 4h ago

Archify visualizes web app architecture in-browser

Archify is a free, open-source Chrome extension that helps developers inspect web application architecture, components, and APIs by hovering over UI elements. Running entirely client-side for privacy, it also includes security features to monitor third-party scripts accessing sensitive inputs.

chrome-extensionsdevtoolgithubweb-development+4+3+2+1
Grok reportedly coming to X group chats
UPDATE// 9h ago

Grok reportedly coming to X group chats

A leak reveals xAI's Grok chatbot is coming to X group chats, enabling users to interact with the AI assistant in group messaging like a Discord bot. While users are excited for quick thread queries, some note limitations such as Grok's lack of long-term memory.

grokxaigroup-chatsmessagingai-assistantsocial-mediax+7+6+5+4+3+2+1
Gemini 3.5 Pro leaks suggest UI, design upgrade
MODEL// 11h ago

Gemini 3.5 Pro leaks suggest UI, design upgrade

Unconfirmed developer leaks circulating online claim that Google's upcoming Gemini 3.5 Pro model will offer a significant leap in visual design quality, UI layout generation, and SVG code output compared to Gemini 3.1 Pro. The reports emphasize particularly strong performance in one-shot frontend generation, aiming to provide developers with ready-to-use user interface components.

gemini-3.5-progoogleaillmui-designfrontendsvg+7+6+5+4+3+2+1
THURSDAY // 2026-07-02
9 items
JUL 02
Deepseek drops another HUGE breakthrough
// WATCH
YouTube

Deepseek drops another HUGE breakthrough

+1

AI Search

Red-Green Colorblind? Your Charts Just Failed #dataviz #a11y
// WATCH
YouTube

Red-Green Colorblind? Your Charts Just Failed #dataviz #a11y

DIY Smart Code

Why I’m moving to Linux (for real)
// WATCH
YouTube

Why I’m moving to Linux (for real)

+1

Theo - t3․gg

OpenWiki: a CLI that generates your repo wiki and keeps it current via daily GitHub Action PR
// WATCH
YouTube

OpenWiki: a CLI that generates your repo wiki and keeps it current via daily GitHub Action PR

+1

Github Awesome

Obsidian AI Second Brain that ACTUALLY Works! (Codex, Claude Code)
// WATCH
YouTube

Obsidian AI Second Brain that ACTUALLY Works! (Codex, Claude Code)

+4

Eric Michaud

Fable 5 Just Got Exposed: The Biggest Secret Is Out
// WATCH
YouTube

Fable 5 Just Got Exposed: The Biggest Secret Is Out

+3

AI Revolution

The #1 Reason to Update Claude Code Right Now #sonnet5
// WATCH
YouTube

The #1 Reason to Update Claude Code Right Now #sonnet5

+3

DIY Smart Code

Fable 5 is back — Fable vs Sonnet 5, same app, one shot
// WATCH
YouTube

Fable 5 is back — Fable vs Sonnet 5, same app, one shot

+2

Matt Maher

Is the IDE obsolete?
// WATCH
YouTube

Is the IDE obsolete?

Augment Code