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Latest Field Note//field note//84d 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.88d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem91d 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→
THURSDAY // 2026-08-13
16 items
AUG 13
Deepeek V4 Pro 0813 (Fully Tested): Okay, this is ACTUALLY CRAZY!
// WATCH
YouTube

Deepeek V4 Pro 0813 (Fully Tested): Okay, this is ACTUALLY CRAZY!

+1

AICodeKing

RIP GPT 5.6 SOL: Grok 4.6 + OpenCode Just DESTROYED Codex?
// WATCH
YouTube

RIP GPT 5.6 SOL: Grok 4.6 + OpenCode Just DESTROYED Codex?

+1

Income stream surfers

This GPT-2 Text Game Predicted the ChatGPT Explosion
// WATCH
YouTube

This GPT-2 Text Game Predicted the ChatGPT Explosion

Better Stack

Grok 4.6 IS REALLY GOOD Beating GPT-5.6 Sol, Opus 5, & Kimi k3?! (Fully Tested)
// WATCH
YouTube

Grok 4.6 IS REALLY GOOD Beating GPT-5.6 Sol, Opus 5, & Kimi k3?! (Fully Tested)

+2

WorldofAI

CLAUDE.md Growth Explained by Catastrophic Remembering
RESEARCH// 18m ago

CLAUDE.md Growth Explained by Catastrophic Remembering

A new paper argues that CLAUDE.md and AGENTS.md files grow indefinitely because adding rules is cheap, while deleting them risks regressions when their original rationale is forgotten. It finds that comments preserving rationale can reduce excess instructions by 99.3% and improve agent instruction-following by up to 23.1%.

claude-mdagents-mdresearchcontext-engineeringagent-memoryai-codingcoding-agent+7+6+5+4+3+2+1
B.AI Upgrades DeepSeek V4 to 0813
MODEL// 1h ago

B.AI Upgrades DeepSeek V4 to 0813

B.AI has upgraded its Web Chat and API offerings to DeepSeek-V4-Flash-0731 and DeepSeek-V4-Pro-0813, with no migration required. The rollout gives developers immediate access to DeepSeek’s latest long-context, open-weight models through an existing platform.

b-aillmopen-weightsapiinferencelong-context+6+5+4+3+2+1
Higgsfield turns ChatGPT into UGC studio
UPDATE// 1h ago

Higgsfield turns ChatGPT into UGC studio

Higgsfield’s ChatGPT-connected workflow can generate UGC-style videos, combine multiple AI video models, and score finished clips for virality. It compresses scripting, production, and creative testing into one subscription.

higgsfieldvideo-genmultimodalagentautomationmcpdevtool+7+6+5+4+3+2+1
Grok 4.6 Tops Coding, Fumbles Frontend Design
BENCHMARK// 2h ago

Grok 4.6 Tops Coding, Fumbles Frontend Design

xAI’s Grok 4.6 matches GPT-5.6 Sol on composite intelligence benchmarks and delivers strong coding performance at $2 per million input tokens. A hands-on OpenCode test, however, exposes weaker visual judgment when building production-style frontend experiences.

grok-4-6llmai-codingcoding-agentbenchmarkevaluationdevtool+7+6+5+4+3+2+1
ASC CLI Preps Rork-Focused Updates
UPDATE// 2h ago

ASC CLI Preps Rork-Focused Updates

ASC CLI maintainer Rudrank Riyam is preparing versions 4.1.1 and 4.2.0, with work specifically aimed at improving Rork’s App Store publishing workflow. The CLI automates App Store Connect operations from the terminal, including builds, metadata, TestFlight, signing, and submissions.

asc-clidevtoolcliautomationapici-cdai-codinginfrastructure+8+7+6+5+4+3+2+1
Hermes Agent Tops OpenRouter Rankings
BENCHMARK// 2h ago

Hermes Agent Tops OpenRouter Rankings

Hermes Agent reportedly leads OpenRouter’s agent rankings with 34.9T tokens and first-place positions across four categories. Its strongest differentiator is persistent, always-on orchestration that combines memory, reusable skills, multi-provider routing, and remote messaging.

hermes-agentagentagent-memorytool-useautomationopen-source+6+5+4+3+2+1
ASC CLI Weighs Daily Releases, Weekly Stability
NEWS// 2h ago

ASC CLI Weighs Daily Releases, Weekly Stability

The App Store Connect CLI’s maintainer is asking users whether they prefer daily releases or a slower cadence of several releases per week. The question highlights the tradeoff between rapid fixes and dependable automation for release pipelines.

asc-cliclidevtoolci-cdautomationopen-source+6+5+4+3+2+1
ASC CLI Makes App Store Releases Scriptable
TUTORIAL// 3h ago

ASC CLI Makes App Store Releases Scriptable

A conversation highlights how developers can get more from asc, an open-source command-line tool for automating App Store Connect workflows. It covers releases, TestFlight, metadata, signing, screenshots, and AI-agent integrations.

asc-cliclidevtoolautomationai-codingcoding-agentopen-source+7+6+5+4+3+2+1
FromFlow turns Discord bots into agents
UPDATE// 3h ago

FromFlow turns Discord bots into agents

FromFlow adds an AI agent layer to no-code Discord bots, letting communities support members, automate server tasks, and coordinate events without writing code. Its visual workflows can schedule announcements, open channels, assign roles, and trigger follow-up actions.

fromflowagentautomationno-codedevtoolhosted-service+6+5+4+3+2+1
MongoDB Build Fest spotlights production AI agents
NEWS// 3h ago

MongoDB Build Fest spotlights production AI agents

MongoDB.local Build Fest brings developers together in San Francisco today for talks on agent infrastructure and the latest approaches to embeddings and reranking. The agenda features Latent Space and Voyage AI speakers focused on practical AI application architecture.

mongodbagentembeddingrerankervector-dbdevtool+6+5+4+3+2+1
Cursor Router Uses Compass Complexity Scoring
UPDATE// 4h ago

Cursor Router Uses Compass Complexity Scoring

Cursor’s Compass predictor scores each turn from 0 to 1 based on its predicted likelihood of satisfying the user, helping Cursor Router choose the appropriate model. The author says turns rated most likely to succeed receive a positive performance signal 96% of the time.

cursor-routercursorai-codinginferencellmevaluation+6+5+4+3+2+1
Playyy makes AI images editable
TUTORIAL// 4h ago

Playyy makes AI images editable

Playyy combines AI image generation with an editable canvas where creators can select individual elements, move layers, and apply targeted changes through natural-language prompts. It aims to close the gap between fast AI generation and production-ready visual editing.

playyyimage-genvisionmultimodalno-codedevtool+6+5+4+3+2+1
WEDNESDAY // 2026-08-12
16 items
AUG 12
YC Just Open-Sourced Its Multiplayer Harness
// WATCH
YouTube

YC Just Open-Sourced Its Multiplayer Harness

+2

Better Stack

Human Review opens an HTML or Markdown file in your browser as an editable document
// WATCH
YouTube

Human Review opens an HTML or Markdown file in your browser as an editable document

+1

Github Awesome

The Videos That Got Me BANNED... Made Me Go Viral
// WATCH
YouTube

The Videos That Got Me BANNED... Made Me Go Viral

Better Stack

DeepSeek V4 Pro Is HERE – Is THIS the BEST Open Model Yet?
// WATCH
YouTube

DeepSeek V4 Pro Is HERE – Is THIS the BEST Open Model Yet?

+2

Bijan Bowen

Every Claude Code Skill I Use to Drive My Entire Development Process
// WATCH
YouTube

Every Claude Code Skill I Use to Drive My Entire Development Process

+1

Cole Medin

The Python YouTuber Who Never Missed an Upload in 7 Years | Better Stack Podcast Ep. 19
// WATCH
YouTube

The Python YouTuber Who Never Missed an Upload in 7 Years | Better Stack Podcast Ep. 19

+2

Better Stack

AI Just Hacked a Government... And Its Nuclear Agency!
// WATCH
YouTube

AI Just Hacked a Government... And Its Nuclear Agency!

+7

AI Revolution

all AI thoughts JUST got revealed...
// WATCH
YouTube

all AI thoughts JUST got revealed...

+5

Wes Roth

Intelligence just got way cheaper
// WATCH
YouTube

Intelligence just got way cheaper

+3

Theo - t3․gg

Seedance 2.5 Just K*LLED Content Creators.. Use This Video Agent to Access It!
// WATCH
YouTube

Seedance 2.5 Just K*LLED Content Creators.. Use This Video Agent to Access It!

+2

Rob The AI Guy

Microsoft’s Vision for an Internet Made for Agents with CTO Kevin Scott (Best of the Pod)
// WATCH
YouTube

Microsoft’s Vision for an Internet Made for Agents with CTO Kevin Scott (Best of the Pod)

+4

Every

Claude Unlocks Seedance 2.5 (God Mode)
// WATCH
YouTube

Claude Unlocks Seedance 2.5 (God Mode)

+2

AI Samson

Want to Run Your Agents For Hours? Use These 12 Rules for Claude.md
// WATCH
YouTube

Want to Run Your Agents For Hours? Use These 12 Rules for Claude.md

Better Stack

How To Use Claude Design To Build Beautiful Sites With Opus 5
// WATCH
YouTube

How To Use Claude Design To Build Beautiful Sites With Opus 5

+3

AI LABS

Can AI Improve Itself? LLM Harnesses to Recursive Self-Improvement
// WATCH
YouTube

Can AI Improve Itself? LLM Harnesses to Recursive Self-Improvement

Discover AI

GitHub Trending Weekly #44: git-knife, ante, Waku, loomfeed, omasnap, roomform, partmode, Dalaran
// WATCH
YouTube

GitHub Trending Weekly #44: git-knife, ante, Waku, loomfeed, omasnap, roomform, partmode, Dalaran

+10

Github Awesome