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Latest Field Note//field note//82d 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.86d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem89d 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
SUNDAY // 2026-08-09
25 items
AUG 09
New Seedance 2.5 + Higgsfield MCP + Claude Code = $1M Sites INSTANTLY
// WATCH
YouTube

New Seedance 2.5 + Higgsfield MCP + Claude Code = $1M Sites INSTANTLY

+1

Income stream surfers

Pi Agent + GPT-5.6 Luna, V4 Flash & Every Model: THIS IS THE BEST!
// WATCH
YouTube

Pi Agent + GPT-5.6 Luna, V4 Flash & Every Model: THIS IS THE BEST!

+2

AICodeKing

This File Transfer Doesn't Use the Internet At All (decimen)
// WATCH
YouTube

This File Transfer Doesn't Use the Internet At All (decimen)

Better Stack

5 AI Tools You ACTUALLY Need
// WATCH
YouTube

5 AI Tools You ACTUALLY Need

Eric Michaud

Codex Self-Improving Loop Uses DeepSeek to Refine Prompts
OPEN SOURCE// 1d ago

Codex Self-Improving Loop Uses DeepSeek to Refine Prompts

codex-self-improving-loop is an open-source workflow framework designed to run iterative self-improving agent cycles within Codex using DeepSeek. The system uses a multi-agent architecture where DeepSeek executes tasks from prompt.md, an evaluator role (Luna) grades each run, and a prompt-rewriter role (Sol) updates the prompt file based on feedback until completion.

deepseekcodexprompt-engineeringagentopen-sourceautomation+6+5+4+3+2+1
Qwen3.8-Max rapidly gained popularity on B.AI, driving daily token throughput to 14.35 billion.
NEWS// 1d ago

Qwen3.8-Max rapidly gained popularity on B.AI, driving daily token throughput to 14.35 billion.

B.AI released platform insights revealing that Qwen3.8-Max quickly became one of its most popular models. The surging demand pushed daily token throughput to 14.35 billion tokens with API usage reaching 99.7% capacity.

b.aiqwen3.8-maxllmaitoken-throughputapi+6+5+4+3+2+1
Synara enables importing AI conversation threads across platforms
UPDATE// 1d ago

Synara enables importing AI conversation threads across platforms

Synara has added a new capability that lets users import conversation threads from other AI providers directly into its application interface. This feature allows developers to preserve task history and maintain context continuity when transitioning between different AI assistants without having to restart long-running agent sessions from scratch.

synaraagentdevtoolthread-importcontext-portabilityworkflow+6+5+4+3+2+1
Octra introduces continuous reasoning and validator ML verification
UPDATE// 1d ago

Octra introduces continuous reasoning and validator ML verification

Octra shared key technical updates regarding its private AI and state inference architecture in its latest weekly recap. The network now enables continuous reasoning without needing to clear circle memory, allowing AI models and applications to maintain state across execution steps. In addition, validators can now verify useful compute workloads including machine learning inference and text generation, expanding the scope of verifiable private compute on-chain.

octraself-hostedstate-inferencecontinuous-reasoningmachine-learningdecentralized-compute+6+5+4+3+2+1
Canton Network explores AI governance after $174K Morse exploit
SECURITY// 1d ago

Canton Network explores AI governance after $174K Morse exploit

Canton Network published a deep dive addressing governance challenges for AI agents operating on blockchain ledgers. The analysis follows a security incident where an attacker exploited an AI-controlled wallet for $174,000 using Morse code prompt injection. The publication breaks down the failure record, outlines a three-layer governance structure, and explains how Canton Network enforces security policies directly at the rail level to safeguard autonomous ledger transactions.

canton-networksecuritycryptoblockchainagentgovernance+6+5+4+3+2+1
Developer shares six-month Google Antigravity bug breakdown
NEWS// 1d ago

Developer shares six-month Google Antigravity bug breakdown

After using Google Antigravity for six months of serious development, a creator compiled a detailed feedback list highlighting critical user experience issues and needed fixes. The breakdown outlines key improvements Google should address prior to shipping the next model update to enhance developer productivity and tool reliability.

google-antigravityai-codingdevtoolfeedbackide+5+4+3+2+1
Decimen enables air-gapped optical file transfers
OPEN SOURCE// 2d ago

Decimen enables air-gapped optical file transfers

Decimen is an open-source browser tool for air-gapped file transfer between devices using fast-flashing QR code streams and camera decoding. By leveraging fountain coding to handle dropped frames, it enables resilient data transmission without Wi-Fi, Bluetooth, or native app installation.

decimenoptical-file-transferqr-codeair-gappedfountain-codingopen-sourcebrowser-tool+7+6+5+4+3+2+1
ChatGPT Finance launches for personal budgeting
LAUNCH// 2d ago

ChatGPT Finance launches for personal budgeting

ChatGPT Finance leverages conversational AI to assist individuals with personal financial management, expense tracking, and savings optimization. By offering automated insights and interactive guidance, the tool seeks to simplify personal finance planning and empower users to make smarter money decisions through a plain-text chat interface.

chatgpt-financechatgptaifinancepersonal-financebudgetingmoney-management+7+6+5+4+3+2+1
TAKT Structures AI Coding Workflows with Review Loops
OPEN SOURCE// 1d ago

TAKT Structures AI Coding Workflows with Review Loops

TAKT is an open-source CLI designed to turn AI coding agents such as Claude Code, Codex, and Cursor into repeatable YAML workflows. It enforces structured plan, implement, review, and fix execution loops with per-step role assignments, isolated git worktrees, and traceable reporting, ensuring that automated code reviews cannot be silently skipped during agent runs.

agentopen-sourcecode-reviewdevtoolcliworkflowtakt+7+6+5+4+3+2+1
ScrapeOps launches Proxy Tester to benchmark proxy configurations
LAUNCH// 1d ago

ScrapeOps launches Proxy Tester to benchmark proxy configurations

ScrapeOps Proxy Tester is a technical benchmarking platform built for developers, scraping teams, and AI agents evaluating proxy infrastructure. By submitting a target URL, the tool runs performance tests across more than 20 proxy configurations to measure success rates, latency, reliability, bandwidth, and estimated costs.

devtoolweb-scrapingproxieshosted-servicebenchmarkinginfrastructureagent+7+6+5+4+3+2+1
Bunzee 3.0 bridges design, AI tools via MCP
LAUNCH// 1d ago

Bunzee 3.0 bridges design, AI tools via MCP

Bunzee 3.0 converts raw app ideas into structured PRDs, wireframes, and UI designs grounded in market research. It then streams these specifications to AI coding assistants via the Model Context Protocol (MCP) to drive precise code generation.

artificial-intelligenceux-designmcpdevtoolgrowth-hacking+5+4+3+2+1
Good Assistant 2 converts life goals into daily schedules
LAUNCH// 1d ago

Good Assistant 2 converts life goals into daily schedules

Good Assistant 2 is a personal productivity assistant created by Jensa Bačík designed to translate long-term life ambitions into structured daily steps. By actively planning your day, tracking task completion, and offering consistent follow-through support, the tool helps users maintain momentum and build actionable habits aligned with their primary goals.

productivitytask-managementvirtual-assistantsgoal-tracking+4+3+2+1
Prompt Golf turns prompt engineering into sport
LAUNCH// 1d ago

Prompt Golf turns prompt engineering into sport

Prompt Golf is an online puzzle game created by Jugal Mistry that transforms prompt engineering into a competitive sport. Across five rounds with unique constraints and banned words, players refine compact prompts to get an AI to output target phrases using minimal characters to climb the live leaderboard.

puzzle-gamesaigamesprompt-engineeringdevtool+5+4+3+2+1
Macrobite brings photo and voice macro tracking to iOS
LAUNCH// 1d ago

Macrobite brings photo and voice macro tracking to iOS

Macrobite is an iOS macro-tracking application for fast nutrition logging via photo recognition, voice input, or barcode scans without manual database searches. It delivers instant macro breakdowns while integrating with iPhone widgets and Apple Watch for on-the-go tracking.

healthfitnessnutritioniosaiquantified-self+6+5+4+3+2+1
DocsAlot CLI lets AI agents maintain documentation sites
LAUNCH// 1d ago

DocsAlot CLI lets AI agents maintain documentation sites

DocsAlot CLI is an agentic documentation management tool that empowers AI assistants like Claude Code and OpenAI Codex to create, update, and maintain polished documentation sites. Instead of developers manually managing docs workflows, users command AI agents in natural language to preview formatting, manage versioning, and publish approved edits.

docsalot-clidevtoolartificial-intelligencedocumentationclihosted-service+6+5+4+3+2+1
Persodex brings privacy-first personal CRM to iOS
LAUNCH// 1d ago

Persodex brings privacy-first personal CRM to iOS

Persodex is a personal relationship management tool for iOS that operates directly on top of Apple's native Contacts app. Rather than requiring account creation or data migration, it adds tags, notes, follow-up reminders, and interaction tracking natively on-device within the existing address book.

persodexiosproductivitycrmappleprivacypersonal-crm+7+6+5+4+3+2+1
Omniwork introduces always-on Creative Agent OS
LAUNCH// 1d ago

Omniwork introduces always-on Creative Agent OS

Omniwork is an always-on Creative Agent OS that deploys specialized AI agents to automate research, content creation, and project monitoring. Its proactive desktop companion delivers real-time updates and alerts to keep creative workflows moving forward.

productivityaidesktop-appautomationcreative-toolsagent+6+5+4+3+2+1
SoloUno launches a gamified self-help tool to help users manage body-focused repetitive behaviors like hair pulling, skin picking, and nail biting.
LAUNCH// 1d ago

SoloUno launches a gamified self-help tool to help users manage body-focused repetitive behaviors like hair pulling, skin picking, and nail biting.

SoloUno is a mobile app designed to help individuals manage body-focused repetitive behaviors (BFRBs) such as trichotillomania, dermatillomania, and nail biting. Grounded in therapeutic frameworks including Habit Reversal Training, Cognitive Behavioral Therapy (CBT), and Acceptance and Commitment Therapy (ACT), the app guides users through daily habit-free challenges, quick habit logging, trigger analysis, and urge-acceptance sessions to support steady, shame-free progress.

healthhabit-trackingmental-healthmobile-appsbfrb+5+4+3+2+1
Swyx hails Claude Code Ultracode agentic workflows
NEWS// 2d ago

Swyx hails Claude Code Ultracode agentic workflows

Swyx praised Anthropic AI's Ultracode feature, calling it one of the most important coding mode innovations in recent AI development. He highlighted how dynamic workflows enabled by Ultracode allow developers to quickly build complete SaaS competitors in just a few prompts, demonstrating the massive efficiency gains offered by agentic coding capabilities.

anthropicclaude-codeultracodeai-codingcoding-agentagent+6+5+4+3+2+1
Seedance 2.5 hits Vercel AI Gateway
UPDATE// 2d ago

Seedance 2.5 hits Vercel AI Gateway

Vercel has announced the integration of Bytedance's Seedance 2.5 model into its AI Gateway ecosystem. Developers can now programmatically generate videos using this model through a simple generateVideo function call, passing prompts like "dreamcore san francisco".

aivideo-genvercelai-gatewayseedance-2.5bytedance+6+5+4+3+2+1
Kestra orchestrates AI agent workflows via YAML
VIDEO// 2d ago

Kestra orchestrates AI agent workflows via YAML

Kestra is an open-source workflow orchestration platform enabling developers to define complex pipelines using declarative YAML and dual low-code or full-code interfaces. It natively supports AI agent integration, event-driven automation, and built-in human-in-the-loop pause mechanisms for workflow governance.

kestraworkflow-orchestrationagentopen-sourceyamlautomationdevtool+7+6+5+4+3+2+1
SATURDAY // 2026-08-08
15 items
AUG 08
Kestra IS THE N8N KILLER! Automate Your Life With AI! (Open Source)
// WATCH
YouTube

Kestra IS THE N8N KILLER! Automate Your Life With AI! (Open Source)

+1

WorldofAI

New 3D editors, open medical AI, AI symphony, Qwen 3.8, Wan Animate 2: AI NEWS
// WATCH
YouTube

New 3D editors, open medical AI, AI symphony, Qwen 3.8, Wan Animate 2: AI NEWS

+7

AI Search

50+ Surprising Seedance 2.5 Videos You Have to See
// WATCH
YouTube

50+ Surprising Seedance 2.5 Videos You Have to See

AI Samson

Kage: a five-chapter night walk through a Kyoto mountain temple that runs live in the browser
// WATCH
YouTube

Kage: a five-chapter night walk through a Kyoto mountain temple that runs live in the browser

Github Awesome

This Open Source Model Fixes AI's Biggest Flaw (ThinkingCap)
// WATCH
YouTube

This Open Source Model Fixes AI's Biggest Flaw (ThinkingCap)

Better Stack

OpenAI’s Controversial AI Device Just Leaked… And It’s Literally a Donut
// WATCH
YouTube

OpenAI’s Controversial AI Device Just Leaked… And It’s Literally a Donut

AI Revolution

Did Anthropic finally fix MCP?
// WATCH
YouTube

Did Anthropic finally fix MCP?

+2

Theo - t3․gg

Why AI Does Things You Hate (And How to Stop It)
// WATCH
YouTube

Why AI Does Things You Hate (And How to Stop It)

+1

Eric Michaud

They fixed MCP's biggest mistake...
// WATCH
YouTube

They fixed MCP's biggest mistake...

+1

Better Stack

Corner hit Insta win
// WATCH
YouTube

Corner hit Insta win

The PrimeTime

FREE + UNLIMITED Keywords: Claude Code SEO (Steal This)
// WATCH
YouTube

FREE + UNLIMITED Keywords: Claude Code SEO (Steal This)

+1

Income stream surfers

Prime Agent + V4 Flash,Claude,Codex: This is OPEN & TECHNICALLY the BEST AGENT HARNESS YET!
// WATCH
YouTube

Prime Agent + V4 Flash,Claude,Codex: This is OPEN & TECHNICALLY the BEST AGENT HARNESS YET!

+2

AICodeKing

it JUST got so much worse...
// WATCH
YouTube

it JUST got so much worse...

Wes Roth

Don't Miss Qwen3.8-MAX #AI #OpenSource
// WATCH
YouTube

Don't Miss Qwen3.8-MAX #AI #OpenSource

DIY Smart Code

Gemini 3.7 FLASH? GPT-6 Astra DELAYED, RIP Google AI? ByteDance 10T AI Model, & More! AI NEWS
// WATCH
YouTube

Gemini 3.7 FLASH? GPT-6 Astra DELAYED, RIP Google AI? ByteDance 10T AI Model, & More! AI NEWS

WorldofAI

FRIDAY // 2026-08-07
1 items
AUG 07
Auteur: an agent skill that treats landing-page development like film direction
// WATCH
YouTube

Auteur: an agent skill that treats landing-page development like film direction

Github Awesome