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Latest Field Note//field note//38d 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.42d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem46d 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 // 2026-06-28
37 items
JUN 28
Will JEPA Fail & World Models are just Tools?
// WATCH
YouTube

Will JEPA Fail & World Models are just Tools?

+2

Discover AI

DeepSeek's New Trick Makes LLMs 85% Faster
// WATCH
YouTube

DeepSeek's New Trick Makes LLMs 85% Faster

+1

Prompt Engineering

Google AI Studio Vibe-gravity (VIBE CODER 2.0): FREE & BEST!
// WATCH
YouTube

Google AI Studio Vibe-gravity (VIBE CODER 2.0): FREE & BEST!

AICodeKing

Mythos AI didn't hack the NSA #MythosAI #NSA #AI
// WATCH
YouTube

Mythos AI didn't hack the NSA #MythosAI #NSA #AI

+3

DIY Smart Code

This frozen MTP trick just changed on-device AI forever #GeminiNano #AI #GooglePixel
// WATCH
YouTube

This frozen MTP trick just changed on-device AI forever #GeminiNano #AI #GooglePixel

DIY Smart Code

Claude Code split-screen wins developer praise
UPDATE// 2h ago

Claude Code split-screen wins developer praise

Morgan Linton shared a post on X highlighting and praising the split-screen feature in Claude Code, Anthropic's terminal-based agentic coding assistant. The user expressed high satisfaction with the interface, calling it "so good" and pointing to the quality of the developer experience it enables within terminal workflows.

claude-codeanthropicterminalsplit-screendeveloper-experienceai-coding-assistant+6+5+4+3+2+1
Breyer warns of EU Chat Control revival
POLICY// 1h ago

Breyer warns of EU Chat Control revival

Former MEP Dr. Patrick Breyer has warned of a double threat to digital rights as EU officials attempt to revive temporary Chat Control 1.0 and fast-track permanent Chat Control 2.0. In response, the advocacy campaign platform fightchatcontrol.eu has relaunched to coordinate citizen opposition against mass communication scanning and age verification requirements.

chat-controlprivacyencryptionsurveillanceeuregulationcivil-rightsfightchatcontrol+8+7+6+5+4+3+2+1
GLM-5.2 benchmark reveals over-thinking issue
BENCHMARK// 2h ago

GLM-5.2 benchmark reveals over-thinking issue

An overnight benchmark run comparing GLM-5.2, GPT-5.5, and Opus 4.8 suggests GLM-5.2 faces an over-thinking problem. The model consumes far more tokens than competitors to complete similar tasks while achieving lower accuracy, raising concerns about its cost-effectiveness.

glm-5.2gpt-5.5opus-4.8benchmarksllm-costreasoning-models+6+5+4+3+2+1
Owl Alpha hits OpenRouter top three
NEWS// 2h ago

Owl Alpha hits OpenRouter top three

Owl Alpha has quietly emerged as one of the top three models on OpenRouter for agentic workloads, gaining particularly strong traction within developer-oriented frameworks like Hermes, Claude Code, and OpenClaw. Optimized for native tool use, function calling, and handling large context windows, the model has been adopted by many developer teams who may not even realize the specific engine running behind their automation pipelines.

owl-alphaopenrouterllmagentopenclawclaude-codehermesdevtool+8+7+6+5+4+3+2+1
Einstein World Models Augments LLM Reasoning
RESEARCH// 3h ago

Einstein World Models Augments LLM Reasoning

Einstein World Models (EWM) is a proposed blueprint for Large Language Model (LLM) reasoning systems that integrates visual-temporal rollouts directly into reasoning traces. By calling external simulation engines to generate inspectable video hypotheses, the system enables LLMs to perform visual thought experiments to solve complex physical and spatial reasoning tasks.

einstein-world-modelsworld-modelsllmsphysical-reasoningvisual-reasoningcomputer-visionsimulation-enginescounterfactual-reasoning+8+7+6+5+4+3+2+1
US greenlights limited Claude Mythos release
MODEL// 3h ago

US greenlights limited Claude Mythos release

Anthropic's highly advanced Claude Mythos AI model has received US government approval for a limited, controlled release to select US organizations. Following thorough security reviews, this decision introduces another frontier AI model into restricted circulation as government regulations tighten around powerful reasoning and cybersecurity capabilities.

anthropicclaude-mythosmodel-releaseregulationnational-securityartificial-intelligence+6+5+4+3+2+1
Austria lobbies EU to host Anthropic
POLICY// 1h ago

Austria lobbies EU to host Anthropic

Austria's State Secretary for Digitalization, Alexander Proell, has proposed that the European Commission explore hosting a strategic presence for Anthropic within the EU. This proposal follows U.S. export controls cutting off European access to Anthropic's advanced models and highlights growing concerns in Brussels over tech sovereignty.

anthropicaustriaeuropean-unionregulationgeopoliticstech-sovereigntyexport-controls+7+6+5+4+3+2+1
Google limits Meta access to Gemini
NEWS// 1h ago

Google limits Meta access to Gemini

Google has reportedly capped Meta's access to its Gemini AI models after being unable to meet the company's massive demand for cloud computing capacity. The restrictions, which began around March, have disrupted and delayed multiple internal artificial intelligence initiatives at Meta, prompting the company to urge employees to run AI workloads more efficiently.

googlemetageminicloud-computinggpu-shortageartificial-intelligencecompute-capacity+7+6+5+4+3+2+1
Grok 4.5 enters private coding beta
MODEL// 6h ago

Grok 4.5 enters private coding beta

During Elon Musk's birthday, new details were shared regarding xAI's upcoming Grok 4.5 model, which has entered private beta testing. The model was trained with data from Cursor and is expected to deliver a substantial leap in agentic coding and broader capabilities.

grok-4.5xaicursoragentic-codingllmartificial-intelligenceprivate-beta+7+6+5+4+3+2+1
Grok Build 0.2.70 lands terminal improvements
UPDATE// 6h ago

Grok Build 0.2.70 lands terminal improvements

xAI has launched Grok Build version 0.2.70, focusing on developer terminal and agentic workflow enhancements. Key updates include the introduction of the grok wrap command wrapper for local clipboard support, alongside a keyboard shortcut (Ctrl+4) to toggle the prompt queue inside macOS VS Code terminals.

grokxaidevtoolterminalvscodedeveloper-workflowai-codingcode-generation+8+7+6+5+4+3+2+1
Levelsio codes on VPS using Claude Code
NEWS// 8h ago

Levelsio codes on VPS using Claude Code

Pieter Levels (levelsio) shared that he has coded almost exclusively on a VPS using Claude Code for nearly a year. He praised the setup for its multi-device flexibility and low battery impact, noting that the AI tool caused site issues only twice during this period.

claude-codevpsai-codingcoding-agentremote-developmentanthropicagent+7+6+5+4+3+2+1
Paperclip integrates Hermes for zero-human companies
UPDATE// 9h ago

Paperclip integrates Hermes for zero-human companies

Paperclip's v2026.626.0 release integrates Nous Research's Hermes agent natively, bringing tool-use and persistent memory directly into the platform. This update enables developers to build and manage autonomous zero-human companies using a visual orchestration dashboard.

agentopen-sourcedevtoolmulti-agent-systemsorchestrationpapercliphermes+7+6+5+4+3+2+1
Google boosts Gemini Nano speed over 50%
UPDATE// 10h ago

Google boosts Gemini Nano speed over 50%

Google accelerated Gemini Nano on Pixel devices by over 50% using a frozen Multi-Token Prediction (MTP) mechanism. By predicting multiple tokens per pass without retraining the base model, this approach bypasses mobile memory bandwidth bottlenecks with zero additional memory overhead.

gemini-nanogoogle-pixelmulti-token-predictionedge-aimobile-aillmai-acceleration+7+6+5+4+3+2+1
discode.ai launches green AI router
LAUNCH// 5h ago

discode.ai launches green AI router

discode.ai is an EU-friendly AI router that offers a unified interface for more than 100 AI models, dynamically routing prompts to the best model for the job or allowing users to fine-tune choices based on intelligence, speed, and eco-friendliness. The platform prioritizes user privacy via local, on-device data redaction before transmission, cross-checks complex queries across multiple models, and provides sustainability estimates tracking the carbon, water, and energy footprints of each prompt.

productivityhosted-serviceartificial-intelligenceai-routerprivacygreen-tech+6+5+4+3+2+1
Lyto launches AI browser automation Chrome extension
LAUNCH// 4h ago

Lyto launches AI browser automation Chrome extension

Lyto is a Chrome extension AI agent that automates web workflows by giving users full control over browser elements and integrating with productivity tools. Users can trigger and command the agent remotely via messaging platforms like WhatsApp and Telegram to execute tasks and share results.

chrome-extensionstask-managementartificial-intelligenceweb-agentagent+5+4+3+2+1
GetCompress launches local batch media compressor
LAUNCH// 5h ago

GetCompress launches local batch media compressor

GetCompress is a local-first, cross-platform desktop app for batch-compressing videos, images, GIFs, and PDFs by up to 90% with minimal quality loss. By processing all files locally and offline, the utility ensures data privacy while integrating with Raycast and macOS Finder.

macproductivityphoto-videoutility+4+3+2+1
DevGlobe maps live coding on 3D globe
LAUNCH// 4h ago

DevGlobe maps live coding on 3D globe

DevGlobe is an open-source platform that tracks developer coding sessions in real-time, displaying active coding time, languages, and repositories on an interactive 3D globe. By integrating directly with popular IDEs, the tool also offers developer profiles and project directories to showcase work and connect builders globally.

productivityanalyticsdevtoolgithubopen-source+5+4+3+2+1
FocusStack launches local-first productivity app
LAUNCH// 4h ago

FocusStack launches local-first productivity app

FocusStack is a local-first, subscription-free desktop application for builders that tracks activity, blocks distractions, and launches workspace setups. The app operates entirely offline to provide privacy-first productivity insights and focus nudges without cloud synchronization.

productivitytime-trackingprivacydesktop-app+4+3+2+1
Schema Source generates schemas from any URL
LAUNCH// 4h ago

Schema Source generates schemas from any URL

Schema Source is a free utility and API that turns any URL into structured Zod, Pydantic, or JSON Schema models to simplify web validation. Developed by the Mozilla-backed Tabstack team, it learns page-specific layout patterns to return consistent schemas accessible as keyless public API endpoints.

schema-sourcedevtoolapistructured-outputweb-scrapingmozillaagent+7+6+5+4+3+2+1
ByteAsk Embedded MCP stops AI datasheet hallucinations
OPEN SOURCE// 4h ago

ByteAsk Embedded MCP stops AI datasheet hallucinations

ByteAsk Embedded MCP connects AI coding agents like Claude Code, Cursor, and Codex directly to verified, page-cited facts from hardware datasheets and technical standards. By delivering verbatim documentation snippets or returning an honest "no confident match" instead of guessing, it eliminates hallucinated register values, protocol function codes, and SCPI commands during firmware and driver development.

open-sourcedevtoolartificial-intelligencemcpembedded-systemstool-use+6+5+4+3+2+1
PDFTools launches local privacy-first PDF editor
LAUNCH// 4h ago

PDFTools launches local privacy-first PDF editor

PDFTools provides a suite of over 40 free online utilities that process documents locally in the browser via WebAssembly to ensure privacy. The free service requires no signup or watermarks, while offering premium options for increased file limits and batch processing.

pdfproductivityprivacywebappwebassemblytools+6+5+4+3+2+1
Auto-Immo PRO 2.0 launches property scanner
LAUNCH// 4h ago

Auto-Immo PRO 2.0 launches property scanner

Auto-Immo PRO 2.0 is a professional workspace application that turns LiDAR property scans into floor plans, 3D models, reports, and renovation estimates. The platform integrates Bluetooth laser verification and FLIR thermal documentation, allowing users to edit measurements and export files for professional use.

productivityconstruction3d-modelinglidarreal-estaterenovation+6+5+4+3+2+1
NexuSync launches AI continuous planning platform
LAUNCH// 4h ago

NexuSync launches AI continuous planning platform

NexuSync is an AI-native continuous planning and work management platform designed to connect high-level strategy with developer execution. By consolidating organizational context into a centralized knowledge graph, it uses specialized AI agents to automate roadmapping, sprint management, and OKR alignment with zero overhead.

nexusynctask-managementmeetingsartificial-intelligenceproject-managementproductivityagile+7+6+5+4+3+2+1
Weavz.io launches governed agent runtime
LAUNCH// 4h ago

Weavz.io launches governed agent runtime

Weavz.io is a governed runtime and action layer that enables AI agents to safely execute tasks across 1,000+ SaaS integrations using scoped credentials and human-in-the-loop gates. Developers can run Weavz as a CLI, embed it via TypeScript and Python SDKs, or run it as a hosted MCP server in IDEs like Cursor and Claude.

hosted-servicedevtoolartificial-intelligenceagentmcpsecurity+6+5+4+3+2+1
Persona.js ships WebMCP-native chat UI
OPEN SOURCE// 5h ago

Persona.js ships WebMCP-native chat UI

Persona.js is an open-source, framework-agnostic AI chat UI library that embeds into any website using Shadow DOM to isolate styling. Natively integrated with WebMCP, it allows embedded AI assistants to dynamically discover and execute JavaScript tools exposed directly by the host page without backend routing.

open-sourcedevtoolartificial-intelligencejavascriptwebmcpchat-ui+6+5+4+3+2+1
Dotient launches local semantic search app
LAUNCH// 4h ago

Dotient launches local semantic search app

Dotient is a local-first desktop application for offline visual and semantic search across personal files and media archives. The privacy-focused app features a similarity node graph, canvas workspaces, deep PDF search, and customizable signal classifiers.

productivityprivacysearchsemantic-searchlocal-firstllm+6+5+4+3+2+1
Kodwai scores developer-AI agent collaboration
LAUNCH// 4h ago

Kodwai scores developer-AI agent collaboration

Kodwai is a developer platform designed to evaluate and score how effectively developers collaborate with AI coding agents like Claude Code, Cursor, and Codex. Users solve coding challenges directly in their own terminals while the CLI captures code changes, test runs, git history, and agent transcripts to score their skills.

devtoolartificial-intelligencecoding-agentseducation+4+3+2+1
Blazly Local SEO launches AI dashboard
LAUNCH// 4h ago

Blazly Local SEO launches AI dashboard

Blazly Local SEO is an AI-driven dashboard designed to optimize local online presence and boost search visibility for regional businesses. The platform helps users rank higher on Google Maps by providing automated Google Business Profile audits, keyword discovery, review management, and competitor analysis.

marketingseoartificial-intelligencelocal-seogoogle-maps+5+4+3+2+1
Wirable tests, fixes AI agent web compatibility
LAUNCH// 4h ago

Wirable tests, fixes AI agent web compatibility

Wirable is an agent-readiness testing platform that simulates autonomous agent workflows on web products to deliver compatibility audits. If compatibility blockers are found, the service automatically generates and hosts custom MCP proxies or opens GitHub PRs to resolve them.

wirablemcpagentweb-agentcomputer-usedevtooltestingtool-use+8+7+6+5+4+3+2+1
PMB drops local-first memory for AI
LAUNCH// 4h ago

PMB drops local-first memory for AI

PMB (Persistent Memory Bank) is a local-first, open-source memory system designed to solve the continuity problem for AI coding assistants like Claude Code and Cursor. Operating as an MCP server, it stores project context locally using SQLite and LanceDB, utilizing a hybrid retrieval pipeline to fetch memories in 35 milliseconds.

devtoolopen-sourceartificial-intelligencemcplocal-firstdatabase+6+5+4+3+2+1
Grok 1.5T, Cursor Composer 3 Release Nears
NEWS// 10h ago

Grok 1.5T, Cursor Composer 3 Release Nears

Observations of UI changes in the Cursor editor show that version numbers have been removed from the menus, signaling that the release of the Grok 1.5T model integration and Cursor Composer 3 is imminent. The pattern of removing version numbers from menus has historically preceded official launches by xAI, indicating that developers will soon have access to the new 1.5-trillion-parameter coding model and updated agentic features directly within their development workflow.

grok-1.5tcursor-composerxaiai-codingdevtoolcode-generation+6+5+4+3+2+1
Claude Opus 4.8 stops thinking, Howard reports
NEWS// 11h ago

Claude Opus 4.8 stops thinking, Howard reports

In a post on X, Jeremy Howard highlighted a sudden decline in Claude Opus 4.8's performance, stating it stopped reasoning and answered poorly compared to the older Opus 4.6, which handled the identical prompts successfully. This issue points to potential problems with Anthropic's newly deployed adaptive thinking feature, API rate-limiting/overload degradation, or undocumented adjustments to effort settings.

claudeanthropicclaude-opus-4-8llmreasoningperformance-degradationjeremy-howard+7+6+5+4+3+2+1
SATURDAY // 2026-06-27
11 items
JUN 27
DeepSpec: DeepSeek's full speculative decoding pipeline, cache prep, draft model training
// WATCH
YouTube

DeepSpec: DeepSeek's full speculative decoding pipeline, cache prep, draft model training

+2

Github Awesome

GPT 5.6, Mythos ban lifted, realtime avatars, Seedance 2.5, brain ultrasound: AI NEWS
// WATCH
YouTube

GPT 5.6, Mythos ban lifted, realtime avatars, Seedance 2.5, brain ultrasound: AI NEWS

+11

AI Search

GPT 5.6 Sol Just Blew Up The AI World
// WATCH
YouTube

GPT 5.6 Sol Just Blew Up The AI World

+3

AI Revolution

91.9% on Terminal-Bench and it's locked down #AINews #benchmark
// WATCH
YouTube

91.9% on Terminal-Bench and it's locked down #AINews #benchmark

DIY Smart Code

ChatGPT's New Automations Are Insane! #chatgpt #shorts
// WATCH
YouTube

ChatGPT's New Automations Are Insane! #chatgpt #shorts

Rob The AI Guy

OpenAI admits GPT-5.6 takes actions it shouldn't #AIsecurity #LLM #TechNews
// WATCH
YouTube

OpenAI admits GPT-5.6 takes actions it shouldn't #AIsecurity #LLM #TechNews

+1

DIY Smart Code

HERMES AGENT + Stripe Payments + NVIDIA Nemotron is INSANE!
// WATCH
YouTube

HERMES AGENT + Stripe Payments + NVIDIA Nemotron is INSANE!

+6

Wes Roth

How AI Discovered Hidden Information in Light
// WATCH
YouTube

How AI Discovered Hidden Information in Light

+2

Discover AI

I Work on the Internet
// WATCH
YouTube

I Work on the Internet

The PrimeTime

Who actually owns AI-generated code? #aiethics #law
// WATCH
YouTube

Who actually owns AI-generated code? #aiethics #law

+1

DIY Smart Code

GPT 5.6 SOL: TBH, IT'S OKAY.. I have SERIOUS CONCERNS.
// WATCH
YouTube

GPT 5.6 SOL: TBH, IT'S OKAY.. I have SERIOUS CONCERNS.

+2

AICodeKing

FRIDAY // 2026-06-26
4 items
JUN 26
Weave Router: a drop-in proxy that picks the right model per request, with a tiny on-box embedder
// WATCH
YouTube

Weave Router: a drop-in proxy that picks the right model per request, with a tiny on-box embedder

+2

Github Awesome

I Built a Business That Makes €10K/Month With Claude Code (Full System)
// WATCH
YouTube

I Built a Business That Makes €10K/Month With Claude Code (Full System)

+2

Income stream surfers

Builders Unscripted: Ep. 4 - Pietro Schirano
// WATCH
YouTube

Builders Unscripted: Ep. 4 - Pietro Schirano

+2

OpenAI

GPT 5.6 Mythos Level Intelligence
// WATCH
YouTube

GPT 5.6 Mythos Level Intelligence

+1

Prompt Engineering