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Latest Field Note//field note//33d 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.37d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem41d 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→
TUESDAY // 2026-06-23
53 items
JUN 23
Sakana Fugu Ultra BEATS Fable 5 & GPT-5.5? (Fully Tested)
// WATCH
YouTube

Sakana Fugu Ultra BEATS Fable 5 & GPT-5.5? (Fully Tested)

+1

WorldofAI

The Craziest AI Pivot yet
// WATCH
YouTube

The Craziest AI Pivot yet

The PrimeTime

Why Real Software Engineering Will Defeat The Slop
// WATCH
YouTube

Why Real Software Engineering Will Defeat The Slop

Code to the Moon

Introducing Mistral OCR 4
// WATCH
YouTube

Introducing Mistral OCR 4

+1

Mistral AI

🚨🚨 Remote Work Is Fraud -- VC Horror Stories -- New AI Workflow demo 🚨🚨
// WATCH
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🚨🚨 Remote Work Is Fraud -- VC Horror Stories -- New AI Workflow demo 🚨🚨

+1

The PrimeTime

AI Agents Finally Get Shared MEMORY: Trajectory RAG
// WATCH
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AI Agents Finally Get Shared MEMORY: Trajectory RAG

Discover AI

How Omio is building the future of conversational travel
// WATCH
YouTube

How Omio is building the future of conversational travel

+1

OpenAI

Sakana Fugu (Fully Tested - V/S Fable): UHM... REALLY?
// WATCH
YouTube

Sakana Fugu (Fully Tested - V/S Fable): UHM... REALLY?

AICodeKing

Cursor just Became UNSTOPPABLE
// WATCH
YouTube

Cursor just Became UNSTOPPABLE

+2

Wes Roth

This tool saves Claude from reading your entire codebase #aitools
// WATCH
YouTube

This tool saves Claude from reading your entire codebase #aitools

+1

DIY Smart Code

Can Open Source Models Compete with the Frontier?
// WATCH
YouTube

Can Open Source Models Compete with the Frontier?

+2

Ben Davis

HeyGen details internal HyperFrames builder workflow
TUTORIAL// 10m ago

HeyGen details internal HyperFrames builder workflow

HeyGen shared its internal "builder workflow" playbook for HyperFrames, an open-source framework that lets developers and AI agents build videos programmatically using standard web technologies. The workflow outlines how the team captures assets, storyboards beats, and deterministically renders videos via code.

heygenhyperframesvideo-genai-codingdevtoolopen-source+6+5+4+3+2+1
Superconductor drops compact sidebar, plans rename
UPDATE// 9m ago

Superconductor drops compact sidebar, plans rename

Native macOS AI coding agent manager Superconductor has introduced a compact sidebar with a conversational layout and an actions peek menu. The developers also announced that the app will soon receive a new name.

superconductordevtoolai-codingcoding-agentagent+5+4+3+2+1
HyperFrames adds beat-synced video generation
UPDATE// 7m ago

HyperFrames adds beat-synced video generation

HeyGen's open-source video rendering framework HyperFrames has updated its AI agent skill pack to support audio-reactive animations. AI coding agents can now ingest music tracks to automatically synchronize video layouts, cuts, and GSAP animations directly with the beat.

hyperframesvideo-genai-codingcoding-agentagentdevtoolopen-source+7+6+5+4+3+2+1
Seedance 2.0 launches 4K resolution
UPDATE// 7m ago

Seedance 2.0 launches 4K resolution

Higgsfield has rolled out a 4K resolution update for the Seedance 2.0 AI video generation model on its platform. The upgrade delivers professional-grade, high-fidelity visual detail and cinematic quality designed for filmmakers and creators.

seedancehiggsfieldvideo-genmultimodalaudio-gen+5+4+3+2+1
AI sector pivots to agent scaling
NEWS// 4m ago

AI sector pivots to agent scaling

FUNDA's 26H1 Deep|LLM report details the AI industry's transition from raw model capability scaling to self-iterating agent systems. It highlights how enterprises are replacing unlimited "token maxxing" with strict ROI discipline while leveraging verifiable coding environments as feedback loops.

deep-llmllmagentai-codingcoding-agentresearchinference+7+6+5+4+3+2+1
OpenAI expands Daybreak, Codex Security plugin
UPDATE// 38m ago

OpenAI expands Daybreak, Codex Security plugin

OpenAI has expanded its Daybreak cybersecurity initiative, integrating the Codex Security plugin to automate vulnerability validation and patching directly in developer workflows. The program also introduces the "Patch the Planet" collaboration to help open-source maintainers secure critical infrastructure.

openai-daybreakcodex-securitysecurityagentdevtoolopen-sourceautomation+7+6+5+4+3+2+1
Shippie details 3-year agent tech stack journey
NEWS// 37m ago

Shippie details 3-year agent tech stack journey

Shippie creator Matt Carey detailed the open-source AI code reviewer's three-year architectural evolution. The agent transitioned from LangChain and GPT-3.5 prompt chaining to custom context-reducing diffs, RAG, and ultimately to a stack built on the new Flue framework.

shippieflueagentcoding-agentai-codingmcpopen-sourceframeworkdevtool+9+8+7+6+5+4+3+2+1
OpenAI backs open source with funding, security
NEWS// 37m ago

OpenAI backs open source with funding, security

OpenAI has joined the Rust Foundation as a Platinum member and launched 'Patch the Planet,' a cyber-defense initiative in partnership with Trail of Bits. The company is also expanding direct funding for open-source maintainers via GitHub Sponsors and offering free ChatGPT Pro access.

openairustopen-sourcesecurityfundingai-coding+6+5+4+3+2+1
Seedance 2.5 drops with 4K, 30s clips
MODEL// 35m ago

Seedance 2.5 drops with 4K, 30s clips

ByteDance has released Seedance 2.5, a major upgrade to its multimodal AI video generation model now capable of generating 30-second clips in native 4K resolution. The update also introduces Volcano Engine UI enhancements for editing specific scene portions and supports up to 50 reference assets to maintain narrative and character consistency.

seedancebytedancevideo-genmultimodalapi+5+4+3+2+1
Blacksmith powers Momentic agentic testing launch
INFRA// 34m ago

Blacksmith powers Momentic agentic testing launch

Blacksmith highlights Momentic as a key customer using its high-performance GitHub Actions runners to power the build and deployment pipeline for their newly launched Agentic Quality Platform. Blacksmith's bare-metal runners claim to cut developer CI/CD times by 2x and costs by 50% compared to standard GitHub runners.

blacksmithmomenticci-cddevtoolhosted-servicetesting+6+5+4+3+2+1
Anima Labs shares Midjourney, Seedance 2.0 workflow
VIDEO// 1h ago

Anima Labs shares Midjourney, Seedance 2.0 workflow

Creative studio Anima Labs showcased a character design and animation workflow combining Midjourney, Google's Nano Banana Pro, and ByteDance's Seedance 2.0. The demonstration highlights how creators leverage multiple specialized models to maintain visual consistency and animate detailed digital characters.

seedance-2-0midjourneynano-banana-promagnificimage-genvideo-genmultimodal+7+6+5+4+3+2+1
AI Toolkit adds Krea 2 LoRA support
UPDATE// 1h ago

AI Toolkit adds Krea 2 LoRA support

Ostris updated the open-source AI Toolkit to add day-zero support for training LoRAs on Krea 2. Developers can now fine-tune the style-focused foundation model using their own custom datasets.

ai-toolkitkrea-2trainingfine-tuningimage-genopen-source+6+5+4+3+2+1
Latitude tracks silent AI agent failures
INFRA// 1h ago

Latitude tracks silent AI agent failures

Latitude provides open-source, agent-native observability and monitoring to identify and resolve silent failures, user frustrations, and churn risks in production AI agents. By grouping telemetry into sessions, it helps teams track recurring issues rather than raw logs.

latitudeagentobservabilitydevtoolopen-source+5+4+3+2+1
AI cost crisis sparks corporate pullback
NEWS// 54m ago

AI cost crisis sparks corporate pullback

Rising compute costs and high token burn rates from agentic workflows have forced AI providers to transition from flat-rate subscriptions to metered billing. This shift has triggered a sharp corporate pullback as organizations like Microsoft, Meta, and Amazon rein in escalating AI developer budgets.

pricingllmai-codingcoding-agentagentgithub-copilotclaude-codeopenaigenerative-ai+9+8+7+6+5+4+3+2+1
Krea drops Krea 2 open weights
MODEL// 2h ago

Krea drops Krea 2 open weights

Krea has open-sourced the weights for Krea 2 Raw and Krea 2 Turbo on Hugging Face. The release features a community license permitting free commercial use for companies earning under $1M annually.

krea-2open-weightsimage-genfine-tuningdistillationopen-source+6+5+4+3+2+1
dcode runs Baseten-hosted GLM-5.2 model
INFRA// 2h ago

dcode runs Baseten-hosted GLM-5.2 model

LangChain developer Sydney Runkle highlighted running Z.ai's open-weights GLM-5.2 model on Baseten's inference infrastructure using the dcode terminal coding assistant. The combination offers developers optimized latency and speed for complex, long-context agentic coding workflows.

dcodedeep-agentsbasetenglm-5.2ai-codingcoding-agentinferenceopen-weights+8+7+6+5+4+3+2+1
Claude suffers brief multi-model outage
INFRA// 54m ago

Claude suffers brief multi-model outage

Anthropic resolved a major service disruption that caused elevated error rates across multiple Claude models for approximately 85 minutes. The incident affected the Claude API, Claude Console, Claude.ai, Claude Code, and Claude Cowork before a fix restored normal service levels.

claudeanthropicclaude-codellmapihosted-serviceinferencedevtool+8+7+6+5+4+3+2+1
Mistral OCR 4 extracts layouts, signatures
MODEL// 3h ago

Mistral OCR 4 extracts layouts, signatures

Mistral OCR 4 is a containerized document parsing model designed to extract text, layout blocks, and signatures from documents across 170 languages. The fourth-generation model provides word-level confidence scores and bounding box coordinates for developer pipelines.

ocrvisionmultimodalstructured-outputself-hostedmistral-ocr-4mistral-ai+7+6+5+4+3+2+1
Show Your Priors breaks down AI giants
VIDEO// 3h ago

Show Your Priors breaks down AI giants

The latest episode of the Show Your Priors podcast tackles SpaceX's massive $60B Cursor acquisition, OpenAI's leaked $21B operating loss, and the U.S. government's crackdown on Anthropic. Hosts Michael Nichols and Jason Thompson analyze these events alongside the ethics of prediction markets.

show-your-priorscursoropenaianthropicai-codingregulationfundingethics+8+7+6+5+4+3+2+1
ElevenLabs drops AI-narrated Odyssey with Michael Caine
UPDATE// 3h ago

ElevenLabs drops AI-narrated Odyssey with Michael Caine

ElevenLabs released a free, cinematic audiobook adaptation of Homer's The Odyssey exclusively on its ElevenReader app. The production uses an officially licensed AI replica of Sir Michael Caine's voice alongside a full cast, original music, and sound effects.

elevenreaderelevenlabsttsaudio-genspeechvoice-agent+6+5+4+3+2+1
GLM-5.2 ties Opus 4.8 in UI generation
BENCHMARK// 3h ago

GLM-5.2 ties Opus 4.8 in UI generation

In a blind test, developers could not distinguish landing pages generated by Z.ai's open-weights GLM-5.2 from Anthropic's Claude Opus 4.8. The results suggest open-source models have fully closed the design gap in autonomous frontend generation.

glm-5.2claude-opus-4-8llmopen-weightsai-codingbenchmark+6+5+4+3+2+1
Perspective MCP turns Claude into marketing funnel operator
UPDATE// 3h ago

Perspective MCP turns Claude into marketing funnel operator

The funnel-building platform released an MCP integration that lets marketers deploy landing pages, configure CRMs, and analyze campaign performance directly within Claude. This bypasses traditional dashboard UIs entirely in favor of natural language prompting.

perspectivemcpno-codeautomationagenttool-use+6+5+4+3+2+1
MSG dossier targets facial recognition critics
NEWS// 46m ago

MSG dossier targets facial recognition critics

A leaked 45GB cache of Madison Square Garden (MSG) internal files revealed a document titled "Facial Recognition Activists.docx" targeting prominent biometrics critics. The dossier compiled contact details, social media stats, and public posts of activists from the Electronic Frontier Foundation, Fight for the Future, and the Surveillance Technology Oversight Project.

madison-square-gardenvisionethicssecurityregulation+5+4+3+2+1
Cursor trains frontier model on SpaceX Colossus cluster
NEWS// 3h ago

Cursor trains frontier model on SpaceX Colossus cluster

At its Compile keynote, AI coding platform Cursor announced it is training a custom frontier model from scratch using SpaceX's massive Colossus GPU cluster. The compute partnership signals a strategic shift from relying on third-party APIs to building specialized models optimized for agentic software development.

cursorllmtrainingai-codingcoding-agenttraining-infraide+7+6+5+4+3+2+1
Sonnet 5, GPT-5.6 leaks reveal AI blitzkrieg
NEWS// 4h ago

Sonnet 5, GPT-5.6 leaks reveal AI blitzkrieg

Recent developer logs and partner channel leaks suggest Anthropic and OpenAI are shifting to a rapid-deployment strategy with Claude Sonnet 5 and GPT-5.6. This transition highlights an industry focus on highly optimized, agentic, and domain-specialized models rather than single monolithic releases.

claude-sonnet-5gpt-5.6anthropicopenaillmlong-contextagent+7+6+5+4+3+2+1
Melius AI canvas earns user acclaim
NEWS// 5h ago

Melius AI canvas earns user acclaim

Melius is a collaborative, node-based workspace where users direct AI agents to handle end-to-end creative workflows. Creators are highlighting the platform's ability to orchestrate multi-model generation across text, image, and video without manual prompt engineering.

meliusagentmultimodalimage-genvideo-genno-codeautomation+7+6+5+4+3+2+1
Non-developer builds Backrooms game in Rosebud AI
NEWS// 5h ago

Non-developer builds Backrooms game in Rosebud AI

A non-developer built a first-person 3D "Backrooms" walk-through game directly in the browser using the Rosebud AI game-creation platform. The demo showcases Rosebud's ability to translate natural language prompts into complex 3D environments, textures, and navigation logic.

rosebud-aino-code3d-gencode-generationai-coding+5+4+3+2+1
ASPNET standup showcases dotnet/skills repository
VIDEO// 6h ago

ASPNET standup showcases dotnet/skills repository

The ASP.NET Community Standup demonstrates how Microsoft's dotnet/skills project improves C# and .NET code generation for AI assistants. The repository provides structured guidelines, build diagnostics, and test patterns to guide coding agents toward idiomatic patterns.

agentai-codingcoding-agentcontext-engineeringdevtooldotnetdotnet-skillsopen-source+8+7+6+5+4+3+2+1
Cursor cloud agents verify tasks with video
NEWS// 7h ago

Cursor cloud agents verify tasks with video

Developers are leveraging Cursor's remote cloud agents to execute complex coding tasks in isolated virtual machines. By requiring the agent to produce a video recording of the working feature before stopping, users can verify successful runs without manual code inspection.

agentai-codingcloudcoding-agentcursordevtool+6+5+4+3+2+1
huggingface_hub automates weekly releases with AI
UPDATE// 8h ago

huggingface_hub automates weekly releases with AI

Hugging Face transitioned the huggingface_hub Python library to a weekly release cadence using a single GitHub Actions workflow. The automated pipeline uses open-weights language models to draft release notes, which are verified deterministically against squash-merge commits and approved by a human maintainer.

automationci-cddevtoolhuggingface-hubllmopen-sourceopen-weights+7+6+5+4+3+2+1
OpenAI expands Daybreak with GPT-5.5-Cyber
MODEL// 8h ago

OpenAI expands Daybreak with GPT-5.5-Cyber

OpenAI has launched the full release of GPT-5.5-Cyber, a specialized model for security defenders that scored 85.6% on the CyberGym benchmark, outperforming Anthropic's Mythos 5. The release is part of an expanded Daybreak framework that includes Codex Security updates and the 'Patch the Planet' initiative for open-source vulnerability remediation.

agentai-codingbenchmarkcoding-agentgpt-5.5-cyberllmopenai-daybreaksecurity+8+7+6+5+4+3+2+1
Cursor Compile 2026 talks now streaming
VIDEO// 9h ago

Cursor Compile 2026 talks now streaming

The complete video playlist for Cursor's inaugural developer conference, Compile 2026, is now available for streaming. The sessions cover the editor's future direction, including their agent-native code-hosting platform Origin and custom frontier models.

acquisitionagentai-codingcoding-agentcursordevtoolidellm+8+7+6+5+4+3+2+1
Jebi launches local AI Mac terminal
LAUNCH// 4h ago

Jebi launches local AI Mac terminal

Jebi is a GPU-accelerated macOS terminal featuring built-in local AI models like Qwen, Phi-3, and Gemma. Running entirely on-device without API keys or subscriptions, it suggests commands, explains errors, and features an interactive chat interface.

ai-codingclicoding-agentdevtooljebillmlocal-firstsmall-llm+8+7+6+5+4+3+2+1
Conduit launches local MCP gateway
LAUNCH// 4h ago

Conduit launches local MCP gateway

Conduit is a local-first, open-source gateway that routes multiple Model Context Protocol (MCP) servers through a single interface. By exposing only three meta-tools that agents search on demand, it reduces tool-token overhead by ~90% while maintaining task success.

agentai-codingcoding-agentconduitdevtoollocal-firstmcpopen-sourcetool-use+9+8+7+6+5+4+3+2+1
Deckwise launches AI presentation agent
LAUNCH// 4h ago

Deckwise launches AI presentation agent

Deckwise has launched an AI presentation agent designed to transform topics, notes, files, and links into fully editable slide decks. The platform plans the outline first, generating structured presentations that users can continuously refine and edit via an interactive, agent-based lasso interface.

deckwiseagentno-codemultimodalstructured-output+5+4+3+2+1
Jotform launches AI App Builder
LAUNCH// 4h ago

Jotform launches AI App Builder

Jotform has launched its AI App Builder, a no-code tool that generates complete web and mobile applications from text prompts. The tool automatically creates pages, forms, workflows, and data management systems, allowing users to customize them via conversational AI or manual edits.

agentautomationdevtooljotform-ai-app-builderno-code+5+4+3+2+1
Cotypist drops system-wide local AI autocomplete
LAUNCH// 4h ago

Cotypist drops system-wide local AI autocomplete

Cotypist is a system-wide macOS autocomplete tool that runs entirely locally on Apple Silicon to offer real-time, privacy-first predictions in any text field. Built by the creator of Timing, the application learns user writing patterns to tailor suggestions to their individual voice.

ai-codingcode-generationcotypistdevtoollocal-first+5+4+3+2+1
Sipcode ships context hygiene for Claude Code
OPEN SOURCE// 4h ago

Sipcode ships context hygiene for Claude Code

Sipcode is an open-source context hygiene tool for Claude Code that caps verbose terminal output and deduplicates file re-reads. Operating as a PreToolUse hook, it prevents context window bloat to optimize token consumption and minimize agent errors.

agentai-codingclaude-codecoding-agentcontext-engineeringdevtoolmcpopen-sourcesipcode+9+8+7+6+5+4+3+2+1
GPT-5.6 Rumors Spark Codex Game-Dev Test
NEWS// 10h ago

GPT-5.6 Rumors Spark Codex Game-Dev Test

Developer Givros is running a final coding test on OpenAI Codex using GPT-5.5 to build a high-quality 3D Crossy Road game with Three.js. This benchmark aims to establish a baseline for comparison against OpenAI's rumored GPT-5.6 model, which is expected to launch as early as this Thursday.

llmai-codingcoding-agentbenchmarkdevtoolopenai-codexgpt-5-5gpt-5-6three-jsagent+10+9+8+7+6+5+4+3+2+1
Stirling-PDF updates mobile upload, rotation tools
UPDATE// 11h ago

Stirling-PDF updates mobile upload, rotation tools

Stirling-PDF version 2.13.1 addresses issues with desktop uploads from mobile devices and multitool rotations. The self-hosted, open-core PDF platform enables over 50 local document operations, preserving data privacy.

stirling-pdfopen-sourceself-hostedlocal-firstapidevtoolautomation+7+6+5+4+3+2+1
Seedance 2.5 drops with 4K, 30-second clips
MODEL// 11h ago

Seedance 2.5 drops with 4K, 30-second clips

ByteDance announced Seedance 2.5, a video generation model capable of producing native 30-second clips at 4K resolution. Currently in enterprise beta, the model supports up to 50 multimodal reference files for high brand and character consistency.

seedancevideo-gen3d-genmultimodal+4+3+2+1
Faster Chrome DevTools Skill drops Puppeteer dependency
UPDATE// 12h ago

Faster Chrome DevTools Skill drops Puppeteer dependency

Zeke Sikelianos's faster-chrome-devtools-skill has removed its Puppeteer and DevTools MCP dependencies, rewriting the runtime in pure Node.js. It now utilizes a built-in lightweight RFC 6455 WebSocket client to drive Chrome directly via CDP, making browser automation for AI agents significantly faster and dependency-free.

faster-chrome-devtools-skillmcpdevtoolautomationopen-sourcetool-useagent+7+6+5+4+3+2+1
MONDAY // 2026-06-22
9 items
JUN 22
birds.cafe: a browser experience where you steer a flock of seagulls through day, night
// WATCH
YouTube

birds.cafe: a browser experience where you steer a flock of seagulls through day, night

Github Awesome

Meet the ChatGPT Futures, Class of 2026
// WATCH
YouTube

Meet the ChatGPT Futures, Class of 2026

OpenAI

How 72 fused GPUs beat everything else #nvidia #benchmark #gpu
// WATCH
YouTube

How 72 fused GPUs beat everything else #nvidia #benchmark #gpu

+1

DIY Smart Code

AI Is Making Your ADHD Worse - This is Why
// WATCH
YouTube

AI Is Making Your ADHD Worse - This is Why

Eric Michaud

Facebook Draftees
// WATCH
YouTube

Facebook Draftees

The PrimeTime

More Bots Than Humans ⟡ Vercel Launches Agent Framework ⟡ Desktop Apps with Deno ⌁ Syntax Weekly ⌁
// WATCH
YouTube

More Bots Than Humans ⟡ Vercel Launches Agent Framework ⟡ Desktop Apps with Deno ⌁ Syntax Weekly ⌁

+2

Syntax

How Zendesk CEO Tom Eggemeier goes from Idea to Action
// WATCH
YouTube

How Zendesk CEO Tom Eggemeier goes from Idea to Action

OpenAI

stop whining about accessibility
// WATCH
YouTube

stop whining about accessibility

Syntax

DeepSeek Just Solved AI's Billion Dollar Problem
// WATCH
YouTube

DeepSeek Just Solved AI's Billion Dollar Problem

Two Minute Papers