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markdown
Latest Field Note//field note//60d 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.64d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem68d 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→
MONDAY // 2026-07-20
76 items
JUL 20
Prompt caching: stop wasting your tokens!
// WATCH
YouTube

Prompt caching: stop wasting your tokens!

Burke Holland

AutoMagicCalib Just Killed Manual Camera Tuning #nvidia #edgeai
// WATCH
YouTube

AutoMagicCalib Just Killed Manual Camera Tuning #nvidia #edgeai

+4

DIY Smart Code

How Virgin Atlantic Uses ChatGPT Work to Turn Weeks of Work Into Hours
// WATCH
YouTube

How Virgin Atlantic Uses ChatGPT Work to Turn Weeks of Work Into Hours

+2

OpenAI

Open Models Replace Big AI ⟡ Every New Browser Feature ⟡ Death of Stack Overflow ⌁ Syntax Weekly ⌁
// WATCH
YouTube

Open Models Replace Big AI ⟡ Every New Browser Feature ⟡ Death of Stack Overflow ⌁ Syntax Weekly ⌁

+3

Syntax

I Tried 100+ AI Tools.. These Will Make You More Productive in 2026
// WATCH
YouTube

I Tried 100+ AI Tools.. These Will Make You More Productive in 2026

Rob The AI Guy

Fleet Engineering Is Insane... The Next Evolution Of Vibe Coding
// WATCH
YouTube

Fleet Engineering Is Insane... The Next Evolution Of Vibe Coding

+3

AI LABS

Automate tasks using skills and Connectors in Vibe
// WATCH
YouTube

Automate tasks using skills and Connectors in Vibe

Mistral AI

How BNY CEO Robin Vince Turns AI Optimism Into Action
// WATCH
YouTube

How BNY CEO Robin Vince Turns AI Optimism Into Action

OpenAI

From LOOPS to GRAPHS: AI Agents Learn Graph-Based Error Corrections
// WATCH
YouTube

From LOOPS to GRAPHS: AI Agents Learn Graph-Based Error Corrections

+1

Discover AI

Qwen3.8 MAX Preview Is HERE – Is THIS the BEST Open Model Yet?
// WATCH
YouTube

Qwen3.8 MAX Preview Is HERE – Is THIS the BEST Open Model Yet?

Bijan Bowen

Fable vs GPT-5.6 Wasn’t Even Close
// WATCH
YouTube

Fable vs GPT-5.6 Wasn’t Even Close

+2

Matt Maher

OpenCode + FREE Kimi K3, GLM-5.2 API: IT ACTUALLY WORKS!
// WATCH
YouTube

OpenCode + FREE Kimi K3, GLM-5.2 API: IT ACTUALLY WORKS!

+7

AICodeKing

MiniMax previews M3.1 at AI conference
MODEL// 42m ago

MiniMax previews M3.1 at AI conference

MiniMax has previewed its new M3.1 model series at a Chinese AI conference, claiming significant advancements in multimodal understanding, complex reasoning, coding performance, agent reliability, and hallucination reduction.

minimaxm3.1multimodalcodingagentllm+6+5+4+3+2+1
Vercel agent tools hit AI dataset
NEWS// 1h ago

Vercel agent tools hit AI dataset

Chris Tate (@ctatedev), a developer at Vercel Labs, announced that his suite of open-source developer tools—agent-browser, portless, and json-render—has been included in an AI model's training dataset for the first time. These tools are specifically designed to optimize agentic workflows: agent-browser simplifies browser automation using token-efficient accessibility trees, portless resolves local port conflict issues for agents using named local URLs, and json-render provides a Generative UI framework that allows models to output validated JSON specifications instead of hallucinated frontend code.

agentdevtoolvercel-labsopen-sourcedatasetagent-browserportlessjson-render+8+7+6+5+4+3+2+1
Kimi K3 tops coding benchmarks
MODEL// 1h ago

Kimi K3 tops coding benchmarks

Moonshot AI has shipped Kimi K3, a 2.8 trillion-parameter Mixture-of-Experts AI model that topped multiple coding benchmarks against leading proprietary models. The model features a 1 million-token context window, native multimodality, and is scheduled for a full open-weights release by the end of the month.

kimi-k3moonshot-aiopen-weightsllmcoding-benchmarksai-modelai-codingcode-generation+8+7+6+5+4+3+2+1
Cache Break Notifier tracks Copilot cache reuse
VIDEO// 1h ago

Cache Break Notifier tracks Copilot cache reuse

Cache Break Notifier is a plugin for GitHub Copilot CLI that tracks prompt cache token reuse in real-time to alert developers of costly cache breaks. By monitoring the number of reused tokens on each interaction, the utility helps developers identify and address prompt alterations that cause the model to re-process static context at full price.

prompt-cachinggithub-copilotdevtooltoken-optimizationcli+5+4+3+2+1
Sacks, Ackman raise alarms over China AI
MODEL// 1h ago

Sacks, Ackman raise alarms over China AI

Prominent US tech figures David Sacks and Bill Ackman have publicly expressed concern over China's AI progress following the release of Moonshot AI's Kimi K3 model. The new model reportedly topped the Frontend Code Arena leaderboard, highlighting the rapid advancement of Chinese AI software capabilities amidst a slide in US chipmaker stocks like Nvidia and Micron.

kimi-k3moonshot-aifrontend-code-arenabenchmarkchina-ainvidiamicrongeopoliticsai-codingcode-generation+10+9+8+7+6+5+4+3+2+1
Clerion replaces Google Analytics with AI
LAUNCH// 1h ago

Clerion replaces Google Analytics with AI

Clerion is a cookie-free, privacy-first web analytics platform designed to replace Google Analytics, SEO tools, and error monitors. Operating without consent banners, the platform automatically processes traffic patterns to provide clear growth recommendations in plain English while ensuring GDPR compliance by hosting data in the EU.

analyticsaiprivacygdprweb-developmentseoerror-monitoring+7+6+5+4+3+2+1
Anthropic launches rare disease research grants
NEWS// 2h ago

Anthropic launches rare disease research grants

Anthropic has announced a focused call for applications within its AI for Science program, offering accepted researchers up to $50,000 in Claude API credits to accelerate rare genetic disease research. The initiative features tracks for both basic scientific research and early-stage biotech development, with applications open through August 2, 2026.

anthropicclaudeanthropic-ai-for-sciencerare-diseasemedical-researchgrants+6+5+4+3+2+1
Cursor Swarm Rebuilds SQLite in Rust
RESEARCH// 2h ago

Cursor Swarm Rebuilds SQLite in Rust

Anysphere released a study on its new Cursor agent swarm architecture, which successfully rebuilt SQLite from scratch in Rust. The system uses a hybrid planner-worker model to achieve up to 15x cost savings while resolving agent conflicts via a custom high-throughput version control system.

cursoragent-swarmssqliterustmodel-economicsagentanyspheresoftware-engineering+8+7+6+5+4+3+2+1
Vue 3.6 release candidate introduces Vapor Mode
OPEN SOURCE// 2h ago

Vue 3.6 release candidate introduces Vapor Mode

The Vue 3.6 release candidate introduces Vapor Mode, an opt-in compilation strategy that bypasses the Virtual DOM to compile components directly into efficient DOM updates. By eliminating the Virtual DOM overhead, Vapor Mode aims to significantly enhance runtime performance, reduce memory usage, and produce cleaner generated code, marking a major milestone in Vue's performance evolution.

vue-jsvue-3-6vapor-modejavascriptfrontendweb-developmentperformance+7+6+5+4+3+2+1
Mixfont releases Decoy Font to mislead AI
LAUNCH// 2h ago

Mixfont releases Decoy Font to mislead AI

Decoy Font is a free, experimental TrueType font designed by Mixfont to obscure text from automated AI scrapers and optical character recognition (OCR) systems. Using a hybrid image technique, the font overlays high-frequency decoy outlines for machine vision with low-frequency blurred letterforms readable only by humans.

typographyfontsanti-aiocrsecurityllmmixfont+7+6+5+4+3+2+1
Tesla prepares FSD V14 Lite for HW3
UPDATE// 2h ago

Tesla prepares FSD V14 Lite for HW3

Tesla AI lead Ashok Elluswamy shared a detailed real-world review of the upcoming FSD v14 Lite update (build 2026.20.6.10), which is likely headed for wide release on Hardware 3 (HW3/AI3) cars. The update leverages model distillation techniques to bring the intelligence of Hardware 4 (HW4) FSD models down to the computing and memory constraints of the older HW3 processor architecture.

teslafsdtesla-fsd-v14-litehw3autonomous-drivingautopilotsoftware-update+7+6+5+4+3+2+1
Virgin Atlantic adopts ChatGPT Work
VIDEO// 2h ago

Virgin Atlantic adopts ChatGPT Work

Virgin Atlantic has integrated ChatGPT Work, a specialized productivity mode in ChatGPT designed for complex, multi-step tasks, into its daily operations. The airline uses the tool to synthesize strategy documents, analyze competitors, and build custom reporting interfaces, reducing tasks that historically took weeks of manual work down to just a few hours.

chatgpt-workopenaienterprise-aiproductivityautomationvideo+6+5+4+3+2+1
Kimi K3 game-gen claims spark skepticism
MODEL// 2h ago

Kimi K3 game-gen claims spark skepticism

A viral social media post by user @Noderunner_Hex highlights Moonshot AI's newly released Kimi K3, a flagship 2.8-trillion-parameter Mixture-of-Experts (MoE) open-weight model, claiming it allows users to "one-shot" playable video games like shooters and cozy town simulators for the cost of a coffee. While Kimi K3 exhibits advanced frontend and logic coding capabilities, developer feedback suggests that single-prompt generation of fully realized, polished games remains a marketing exaggeration.

kimi-k3moonshot-aigame-developmentcoding-assistantopen-weightllmai-codingcode-generation+8+7+6+5+4+3+2+1
LM harnesses act as compositional generalizers
RESEARCH// 2h ago

LM harnesses act as compositional generalizers

Research by Alex L. Zhang posits that compositional generalization can reside within the external harness rather than the model weights. By wrapping LLMs in a recursive language model (RLM) harness that manages context as variables, systems can generalize to complex tasks exceeding their training length.

recursive-language-modelsrlmagent-harnessescompositional-generalizationllm-scaffoldscontext-engineering+6+5+4+3+2+1
Linear launches Loops for recurring workflows
UPDATE// 3h ago

Linear launches Loops for recurring workflows

Linear has launched Loops, enabling its native AI agent to execute recurring or reactive workflows directly within the workspace. Available on Business and Enterprise plans, the agent leverages full workspace context to perform tasks with shared visibility.

linearloopsagentproductivityautomation+5+4+3+2+1
Google develops Frozen v2 Gemini AI chip
INFRA// 3h ago

Google develops Frozen v2 Gemini AI chip

Google is developing a specialized AI server chip codenamed "Frozen v2" that embeds Gemini model architectures directly into silicon. Slated for deployment by 2028, the chip is expected to yield 6 to 10 times better energy efficiency than existing TPUs.

googlefrozen-v2ai-chipgeminisiliconhardwareasictpu+8+7+6+5+4+3+2+1
OpenCode v1.18.4 rebuilds composer, adds live diffs
UPDATE// 3h ago

OpenCode v1.18.4 rebuilds composer, adds live diffs

OpenCode version 1.18.4 rebuilds the composer with a new v2 layout, introduces live diff tabs, and adds OpenAI Responses compatibility for Zen Go. The update also addresses Kimi reasoning edge cases and improves integration for Windows and Nix environments.

opencodeai-coding-assistantopen-sourceterminalcoding-agentai-codingagent+7+6+5+4+3+2+1
TrustGraph drops version 2.6 with enterprise access control
UPDATE// 4h ago

TrustGraph drops version 2.6 with enterprise access control

TrustGraph has released version 2.6 of its platform, bringing significant enhancements to retrieval accuracy, enterprise access control features, and the overall UI/UX for GraphRAG applications. The update appears targeted at enterprise architects looking for finer control over their graph-based retrieval augmented generation systems.

graphragretrievalenterprise-softwareaccess-controluiux+6+5+4+3+2+1
Open-weights models threaten frontier lab economics
NEWS// 3h ago

Open-weights models threaten frontier lab economics

The launch of Moonshot AI's Kimi K3 and Alibaba's Qwen 3.8 demonstrates that open-weights models can match proprietary frontier models like Claude Fable 5. This shift exposes the challenging economics of model-only providers who must lease compute, putting them at a disadvantage against vertically integrated infrastructure owners.

aiopen-weightskimi-k3qwen-3.8anthropiceconomicsinfrastructurellm+8+7+6+5+4+3+2+1
New York AI data center moratorium draws criticism
POLICY// 4h ago

New York AI data center moratorium draws criticism

A recent commentary argues that New York's push to regulate AI, including a moratorium on data centers, is a mistake despite good intentions. The author points out that AI is a highly competitive global market and excessive local restrictions could harm competitiveness, citing the recent success of China's Moonshot AI model Kimi K3 on the Frontend Code Arena as evidence that international competitors are advancing rapidly.

regulationnew-yorkdata-center-moratoriumglobal-competitionmoonshot-aikimi-k3+6+5+4+3+2+1
MemoHarness dynamically configures agent harnesses
RESEARCH// 5h ago

MemoHarness dynamically configures agent harnesses

MemoHarness is an adaptive framework that dynamically configures an agent's control harness without altering underlying model weights. By treating the harness as a dynamic artifact across six dimensions, it allows agents to learn from past executions and specialize at runtime.

memoharnessai-agentsagent-harnessmachine-learningoptimizationerror-correctionarxiv+7+6+5+4+3+2+1
China open-weights AI outpaces closed US models
NEWS// 3h ago

China open-weights AI outpaces closed US models

Ben Werdmuller argues that China's open-weights AI release strategy is outpacing America's closed proprietary approach by turning compute limitations into a global distribution advantage. With models from Alibaba and Moonshot matching US frontier performance at a fraction of the cost, startups are increasingly adopting Chinese models.

aiopen-weightsopen-sourcechinageopoliticsalibaba-qwenmoonshot-kimienterprise-aichinese-open-weights-ai-modelsllm+10+9+8+7+6+5+4+3+2+1
Azure deploys AMD Helios for AI inference
INFRA// 5h ago

Azure deploys AMD Helios for AI inference

AMD and Microsoft have expanded their collaboration to deploy the AMD Helios rackscale system on Azure, utilizing AMD Instinct MI455X GPUs, EPYC Venice CPUs, and Pensando networking to power frontier-model inference and customer workloads. The partnership also introduces two new Azure VM families (HDv2 and HXv2) powered by 6th Gen EPYC Venice processors and expands the integration of AMD Pensando DPUs with Microsoft's Azure Boost infrastructure offload architecture.

amdmicrosoft-azureamd-heliosepyc-veniceamd-instinctdpucloud-infrastructureai-hardware+8+7+6+5+4+3+2+1
Microsoft deploys AMD Helios on Azure
INFRA// 5h ago

Microsoft deploys AMD Helios on Azure

Microsoft has expanded its partnership with AMD to deploy the new AMD Helios rack-scale platform on Azure for frontier-model AI inference and customer workloads. The Helios platform integrates AMD Instinct MI455X GPUs, Venice CPUs, and Pensando networking, alongside new Venice-powered Azure VM series.

amdmicrosoftazureamd-heliosinstinct-mi455xvenice-cpupensandocloud-infrastructureai-inference+9+8+7+6+5+4+3+2+1
ClaudeCodePSymphony adapts Symphony for Claude Code
OPEN SOURCE// 5h ago

ClaudeCodePSymphony adapts Symphony for Claude Code

ClaudeCodePSymphony is an open-source port of OpenAI's Symphony orchestrator that automates Claude Code sessions via labeled GitHub issues. By running Claude Code in print mode (-p), the project enables cost-efficient agent pipelines that leverage existing Claude subscriptions without direct API costs.

claudecodepsymphonyclaude-codeopenai-symphonyagentcoding-agentopen-source+6+5+4+3+2+1
Perfection is not over-engineering
NEWS// 3h ago

Perfection is not over-engineering

The article argues that perfection and over-engineering are falsely equated in software engineering, defining over-engineering as solving the wrong problems rather than caring too much about code quality. By establishing tight requirements, a single optimal solution naturally emerges as the only viable option.

software-engineeringsoftware-architecturesystem-designproduct-managementmicroservices+5+4+3+2+1
Grok Imagine Video 1.5 hits OpenRouter
MODEL// 5h ago

Grok Imagine Video 1.5 hits OpenRouter

OpenRouter has added support for xAI's Grok Imagine Video 1.5, enabling developers to animate still images using optional text prompts. The model allows users to shape motion, control camera work, and set physical properties, and it comes with built-in sound and dialogue generation features.

grokxaiopenroutervideo-genimage-to-videoartificial-intelligencemultimodal-ai+7+6+5+4+3+2+1
Meta updates official Llama Cookbook
OPEN SOURCE// 6h ago

Meta updates official Llama Cookbook

Meta has expanded its official Llama Cookbook repository, providing developers with comprehensive guides, scripts, and examples for inference, fine-tuning, and constructing end-to-end applications. The update introduces practical implementations such as a WhatsApp bot, a long-context tool called Scout, and Maverick, a research paper analyzer, designed to help developers deploy and optimize Llama models in production environments.

metallamallama-cookbookopen-sourcefine-tuninginferencellmdevtool+8+7+6+5+4+3+2+1
Hacker Wipes Romanian Land Registry
SECURITY// 3h ago

Hacker Wipes Romanian Land Registry

Romania's land registry agency, ANCPI, suffered a severe cyberattack that disabled its nationwide e-Terra platform and halted real estate transactions. A hacker operating as 'ByteToBreach' claimed to have wiped the primary database and backups, but officials stated the databases are uncompromised and are being restored from offline backups.

cyberattackransomwaredata-wipegovernmentsecurityromania+6+5+4+3+2+1
GPT-5.6 Sol benchmarked on game development
VIDEO// 6h ago

GPT-5.6 Sol benchmarked on game development

A recent evaluation benchmarked OpenAI's flagship model in the GPT-5.6 series, GPT-5.6 Sol, on its ability to build a complex multiplayer Parcheesi-style game. The testing, showcased in a video by Matt Maher, revealed that while the model is optimized for complex reasoning, it still required intensive user guidance and over 65 messages to successfully complete the project.

gpt-5.6-solopenaigame-developmentbenchmarkingreasoning-modelsvideo+6+5+4+3+2+1
Anthropic reportedly tests AMD GPUs
INFRA// 6h ago

Anthropic reportedly tests AMD GPUs

Anthropic is reportedly testing AMD GPUs to diversify its compute infrastructure, reduce reliance on Nvidia, and mitigate supply chain vulnerabilities. The evaluation is supported by Anthropic's recruitment of ROCm-skilled engineers and codebase observations indicating high-priority customer status at AMD.

amdanthropicgpusrocmnvidiahardwarecomputeinfrastructure+8+7+6+5+4+3+2+1
OpenCode review exposes severe security flaws
SECURITY// 3h ago

OpenCode review exposes severe security flaws

A critical review of the popular AI coding agent OpenCode exposes severe UX flaws and major security vulnerabilities, including trivial remote code execution exploits. The analysis highlights remote-first connections, easily bypassed path validation in bash commands, and persisted permissions for dangerous executables.

opencodeagentsecurityrcellmlocal-firstbashvulnerabilitiescoding-agentai-coding+10+9+8+7+6+5+4+3+2+1
Headroom hits 2,300% growth cutting Claude Code costs
NEWS// 6h ago

Headroom hits 2,300% growth cutting Claude Code costs

Headroom is a local-first macOS proxy developed by Garm Tech B.V. that reduces token usage for AI coding agents like Claude Code and OpenAI Codex by ~50%. The startup recently achieved 2,300% month-over-month growth, reaching $4,213 in monthly revenue.

garmheadroomclaude-codetoken-optimizationprompt-engineeringmacosagentdevtools+8+7+6+5+4+3+2+1
B.AI releases weekly ecosystem report
NEWS// 7h ago

B.AI releases weekly ecosystem report

B.AI has released its weekly report outlining progress in building economic infrastructure for autonomous AI agents. The platform aims to enable financial autonomy through a unified API, borderless payments, and an anonymous settlement network.

b-aiagentagent-economyblockchainweb3financial-autonomy+6+5+4+3+2+1
Moonshine open-source ASR toolkit drops
OPEN SOURCE// 7h ago

Moonshine open-source ASR toolkit drops

Developed by Useful Sensors, Moonshine is a family of open-source, on-device automatic speech recognition models optimized for real-time, low-latency applications. It features a flexible input window that processes only the necessary audio length, enabling it to run up to five times faster than Whisper on short snippets while supporting hardware down to the Raspberry Pi RP2350.

moonshinesttllmedge-aivoice-agentsembeddingcpp+7+6+5+4+3+2+1
OpenShip launches agentless self-hosted PaaS
OPEN SOURCE// 7h ago

OpenShip launches agentless self-hosted PaaS

OpenShip is a self-hostable Platform-as-a-Service (PaaS) that enables agentless application deployment over SSH directly to any server. It features native Model Context Protocol (MCP) support, allowing developers to manage their hosting infrastructure using AI agents.

paasself-hosteddevopsdeploymentcontainerizationsshmcpdockertool-use+9+8+7+6+5+4+3+2+1
The Tokio team has released Topcoat, a batteries-included full-stack web framework that brings client-side reactivity to Rust without WebAssembly or complex JavaScript build chains.
OPEN SOURCE// 7h ago

The Tokio team has released Topcoat, a batteries-included full-stack web framework that brings client-side reactivity to Rust without WebAssembly or complex JavaScript build chains.

Topcoat is a newly released, experimental web framework from the Tokio team designed to make full-stack web development in Rust highly productive. By utilizing a server-side rendering (SSR) model coupled with client-side reactive shard updates, Topcoat delivers dynamic client-side interactivity without requiring WebAssembly (Wasm) or separate frontend JavaScript build chains. It comes with "batteries-included" features such as default integration with the Toasty ORM and focuses on enabling teams to write their entire stack in a single language while maintaining high performance.

rustweb-frameworkfull-stacktokiobackendopen-source+6+5+4+3+2+1
US weighs Chinese AI restrictions after Kimi K3
MODEL// 7h ago

US weighs Chinese AI restrictions after Kimi K3

Moonshot AI has launched Kimi K3, a massive 2.8 trillion-parameter open-weight model that has topped coding benchmarks like the Frontend Code Arena. The release has intensified geopolitical tensions, with the U.S. government considering new restrictions on Chinese AI due to concerns over national security and model distillation.

kimi-k3moonshot-aiartificial-intelligenceopen-weightregulationus-governmentgeopolitics+7+6+5+4+3+2+1
ZenMux hosts Kimi K3 for free
VIDEO// 9h ago

ZenMux hosts Kimi K3 for free

ZenMux is hosting Moonshot AI's Kimi K3 model for free on its pay-as-you-go gateway during a limited-time promotion. The platform features smart routing, cost optimization, and an "AI insurance" mechanism that automatically refunds users for high latency or low-quality outputs.

zenmuxkimi-k3moonshot-aiapi-gatewayllm-routerdevtoolfree-api+7+6+5+4+3+2+1
OpenCode adds NVIDIA NIM, ZenMux support
UPDATE// 9h ago

OpenCode adds NVIDIA NIM, ZenMux support

The open-source terminal AI coding agent OpenCode has added support for NVIDIA NIM and ZenMux. The integrations enable developers to seamlessly switch between local and cloud-hosted LLM catalogs using a unified API connection, avoiding vendor lock-in.

opencodeterminalcoding-agentai-assistanttuinvidia-nimzenmuxopen-sourceai-codingagent+10+9+8+7+6+5+4+3+2+1
Airbus migrates 900 apps to Scaleway
INFRA// 7h ago

Airbus migrates 900 apps to Scaleway

Airbus is migrating 900 applications, starting with 70 critical systems, from AWS to French cloud provider Scaleway to secure digital sovereignty. While the move marks a major shift, challenges remain as Airbus's 18,000 global suppliers remain heavily reliant on US platforms like Microsoft and Google.

airbusscalewayawsdigital-sovereigntycloud-migrationeurope+6+5+4+3+2+1
Blomkamp launches Barley Studios with Seedance 2.0
VIDEO// 9h ago

Blomkamp launches Barley Studios with Seedance 2.0

Neill Blomkamp has launched Barley Studios, debuting with "Nightborne," a 13-minute sci-fi horror short film set in the universe of Peter Watts' "Echopraxia." The film was generated entirely using ByteDance's Seedance 2.0 model under a hybrid workflow that incorporated human concept artists and legally licensed likenesses of 32 actors.

ai-filmmakingseedance-2.0neill-blomkampbarley-studiosgenerative-videogenerative-aibytedancesci-fi+8+7+6+5+4+3+2+1
Fabricagen to open-source JaxFvLD and AbLanX
OPEN SOURCE// 9h ago

Fabricagen to open-source JaxFvLD and AbLanX

The upcoming open-source release of JaxFvLD and AbLanX aims to advance AI-driven antibody design. JaxFvLD predicts antibody structures from sequence data with speed and accuracy approaching IgFold, while AbLanX provides a differentiable foundation for antibody design and optimization.

aibiologyantibody-designstructure-predictiondeep-learningopen-sourcebiotechnology+7+6+5+4+3+2+1
AINFT Nova launches AI agent launchpad
INFRA// 10h ago

AINFT Nova launches AI agent launchpad

AINFT Nova is developing the blockchain-based infrastructure to support autonomous AI agents capable of interacting, creating, managing tasks, and participating within digital ecosystems. This marks an evolution from simple tools and assistants to active, independent digital participants.

ainft-novaagentblockchainweb3troninfrastructure+6+5+4+3+2+1
Moonshot AI unveils Kimi K3
OPEN SOURCE// 10h ago

Moonshot AI unveils Kimi K3

Moonshot AI has announced Kimi K3, a 2.8-trillion-parameter open Mixture-of-Experts model featuring a 1-million-token context window and native multimodal capabilities. The model is currently available via API and web interfaces, with a full open-weight release scheduled for July 27, 2026.

kimi-k3moonshot-aiopen-sourcellmmoeartificial-intelligence+6+5+4+3+2+1
LnkFlow launches agentic server-side click tracking
LAUNCH// 7h ago

LnkFlow launches agentic server-side click tracking

LnkFlow is a server-side click tracking and link management platform that attributes growth to marketing campaigns, channels, and creators while bypassing ad blockers. Its "agentic-ready" architecture allows AI assistants to create branded links, apply tags, and pull reports using plain language.

analyticsmarketinginfluencer-marketingclick-trackingagentattribution+6+5+4+3+2+1
Replay QA launches autonomous web testing
LAUNCH// 7h ago

Replay QA launches autonomous web testing

Replay QA is an autonomous testing and quality gate tool that explores web applications, maps user journeys, and writes Playwright test suites to identify bugs. When a bug is discovered, the tool provides session recordings, root cause analysis, and suggested fixes directly to developers or AI coding agents.

software-engineeringdevtoolartificial-intelligenceqatestingdebuggingcoding-agentai-codingagent+9+8+7+6+5+4+3+2+1
Backdrop launches integrated AI coworkers
LAUNCH// 7h ago

Backdrop launches integrated AI coworkers

Backdrop is an AI-powered operations platform that deploys specialized AI coworkers integrating with tools like Slack, GitHub, and Notion to manage projects and automate workflows. By maintaining a shared team context, these agents synthesize feedback, update tasks, and draft documentation to streamline decision-making.

productivityhosted-serviceartificial-intelligenceagentcollaboration+5+4+3+2+1
CaptureKit auto-saves macOS screenshots
LAUNCH// 7h ago

CaptureKit auto-saves macOS screenshots

CaptureKit is a native macOS application designed to help developers, designers, and creators maintain a clean workspace by automatically organizing screenshots. Instead of cluttering the desktop, the app routes newly captured screenshots directly into user-defined directories tailored for specific projects. This eliminates manual file movement and enables immediate retrieval of visual assets.

macproductivitydevtool+3+2+1
Deck launches email-first AI assistant
LAUNCH// 7h ago

Deck launches email-first AI assistant

Deck is an always-on AI assistant with a dedicated email inbox designed to handle complex, multi-step tasks when CC'd or forwarded emails. As an email-first teammate, it summarizes threads, tracks follow-ups, and edits documents without requiring blanket access to the user's primary account.

productivitytask-managementartificial-intelligenceemailai-assistant+5+4+3+2+1
Skippr AI launches embeddable real-time agents
LAUNCH// 7h ago

Skippr AI launches embeddable real-time agents

Skippr AI provides embeddable, real-time AI agents that act as live product assistants to onboard, activate, and unblock users. Businesses can style and embed these custom agents in minutes using just two lines of code, enabling autonomous browser automation and multi-language support.

customer-successuser-experienceartificial-intelligenceonboardingcustomer-supportweb-agentagent+7+6+5+4+3+2+1
Nautis launches AI-native startup operating system
LAUNCH// 7h ago

Nautis launches AI-native startup operating system

Nautis is an AI-native operating system built specifically for startup founders, aiming to consolidate fundraising, planning, finance, CRM, hiring, documents, and meetings into a single workspace. By replacing disconnected SaaS applications with a unified suite powered by a shared AI brain, Nautis provides context-aware automation and smarter business insights, acting as an integrated virtual Chief of Staff for the company.

productivityhosted-serviceartificial-intelligencestartup-operationsworkspace+5+4+3+2+1
Loova Ads Studio drops AI ad generator
LAUNCH// 7h ago

Loova Ads Studio drops AI ad generator

Loova Ads Studio is an AI-powered creative platform that generates conversion-optimized UGC videos, commercials, avatars, and static ads from product URLs or images. Designed for rapid creative testing at scale, the platform produces ready-to-run marketing assets for under $2 per ad.

loova-ads-studiomarketingadvertisingartificial-intelligencevideo-gene-commerce+6+5+4+3+2+1
Rex launches AI order-to-cash agents
LAUNCH// 7h ago

Rex launches AI order-to-cash agents

Rex builds AI agents that automate complex, exception-heavy order-to-cash operations for enterprise finance teams. Founded by former Sequence engineers Merlin Kafka and Lewis Blackwood, the startup's agents integrate with existing stacks to resolve cash flow bottlenecks.

fintechartificial-intelligenceaccountingenterpriseautomation+5+4+3+2+1
Creed centralizes personal context for AI agents
LAUNCH// 7h ago

Creed centralizes personal context for AI agents

Creed offers a centralized personal context file where users specify their roles, projects, constraints, and work styles. By exposing this context, connected AI agents can instantly understand preferences, eliminating the need to repeatedly configure tools across platforms.

productivityartificial-intelligencemcpagentcontext-engineering+5+4+3+2+1
Backbeat Forge transcribes drum audio to scores
LAUNCH// 7h ago

Backbeat Forge transcribes drum audio to scores

Backbeat Forge is a local desktop application that transcribes drum performances from either a full mix or an isolated drum stem onto an editable, five-line drum score. Users can audit the generated score against the audio playback, correct transcription errors by hand, and export the finished chart as a printable PDF or General MIDI file.

musicaudiotranscriptionutilitydesktop-application+5+4+3+2+1
Free AI Tools launches browser utility suite
LAUNCH// 7h ago

Free AI Tools launches browser utility suite

Free AI Tools is a comprehensive suite of browser-based utility tools developed by Musekit that offers login-free access to image resizing, JSON formatting, PDF processing, text analysis, and calculators. Because all inputs are processed locally in the user's browser, the platform ensures data privacy by eliminating the need to upload content to external servers.

productivitydevtooldevelopmentaiweb-tools+5+4+3+2+1
AutoPlot launches macOS-native scientific workspace
LAUNCH// 7h ago

AutoPlot launches macOS-native scientific workspace

AutoPlot is a local-first, macOS-native scientific workspace for data analysis, plotting, and fitting. It integrates an AI assistant to translate natural language into Python code, alongside Metal-backed GPU rendering for real-time 3D visualizations.

productivitydata-sciencedata-visualizationmacosaiautoplot+6+5+4+3+2+1
Kogvio queries webpage text and diagrams in-context
LAUNCH// 7h ago

Kogvio queries webpage text and diagrams in-context

Kogvio is a browser extension developed by Harshit Kataria that lets users highlight webpage text, PDFs, or diagrams to query them instantly via an on-screen overlay. The tool utilizes vision models to analyze complex inputs like LaTeX equations and code blocks, keeping users focused on their research.

browser-extensionsdevtoolartificial-intelligence+3+2+1
LayerProof launches Mylar AI video generator
LAUNCH// 7h ago

LayerProof launches Mylar AI video generator

LayerProof Mylar is an AI-powered motion video generator that converts URLs, documents, or prompts into complete promotional videos. Creators can regenerate specific scenes, modify scripts, and refine individual keyframes manually, enabling marketing teams to quickly produce and export launch-ready videos.

design-toolsmarketingartificial-intelligencevideo-genvideo-editing+5+4+3+2+1
Fuzzy AI automates warm sales outreach
LAUNCH// 7h ago

Fuzzy AI automates warm sales outreach

Fuzzy AI is a relationship-first sales automation platform designed to warm up prospects through automated social engagement and content visibility before launching campaigns. It centralizes prospect research, contact enrichment, and multi-channel sequencing to turn cold outreach into high-converting conversations.

salesmarketingartificial-intelligencelinkedincold-outreachlead-generation+6+5+4+3+2+1
NeuroVidz launches AI video, audio analyzer
LAUNCH// 7h ago

NeuroVidz launches AI video, audio analyzer

NeuroVidz is an AI-powered video and audio analyzer that predicts audience brain responses by processing both visual frames and auditory elements. It provides second-by-second emotional timelines and timestamped edit suggestions, backed by a credit-refund guarantee for low-confidence analyses.

analyticsartificial-intelligencevideoaudiocontent-creation+5+4+3+2+1
Lunen.ai launches governed enterprise AI agents
LAUNCH// 7h ago

Lunen.ai launches governed enterprise AI agents

Lunen.ai is a new platform designed to bridge the gap between easy-to-use but ungoverned consumer AI tools and overly restrictive enterprise software. Currently available in early access and developed by the experienced team at REDspace, Lunen allows organizations to build and deploy AI agents that employees want to use, while ensuring full transparency, comprehensive activity logging, and step-by-step approval controls for risky actions that security teams require.

productivityartificial-intelligencesecurityagententerprise+5+4+3+2+1
Bojie Li open-sources AI agent textbook
OPEN SOURCE// 13h ago

Bojie Li open-sources AI agent textbook

Authored by Bojie Li, former Chief Scientist at Pine AI, "ai-agent-book" is an open-source Chinese textbook covering the core design principles and engineering patterns of AI agents. The repository hosts the full text, a compiled PDF version, and chapter-by-chapter code implementations.

agentopen-sourcebookeducational-resourcepythonmulti-agent-systemsengineering-practice+7+6+5+4+3+2+1
SUNDAY // 2026-07-19
8 items
JUL 19
Qwen 3.8 Max IS INSANE! Second To Fable? New Open Model King? (Fully Tested)
// WATCH
YouTube

Qwen 3.8 Max IS INSANE! Second To Fable? New Open Model King? (Fully Tested)

WorldofAI

Fable vs GPT-5.6: Why One Model Wins at Agent-to-Agent, the Other Wins at Human Collaboration
// WATCH
YouTube

Fable vs GPT-5.6: Why One Model Wins at Agent-to-Agent, the Other Wins at Human Collaboration

Every

This Free CLI Tool Beats Every Paid File Transfer App (croc)
// WATCH
YouTube

This Free CLI Tool Beats Every Paid File Transfer App (croc)

+1

Better Stack

Celebrating 2 million with you!
// WATCH
YouTube

Celebrating 2 million with you!

OpenAI

GPT-5.6 Turns Knowledge Work Into System Management, Not Task Execution
// WATCH
YouTube

GPT-5.6 Turns Knowledge Work Into System Management, Not Task Execution

+1

Every

GPT-5.6 vs 5.5: The 46-CSV Test That Made It Ariel's Daily Driver
// WATCH
YouTube

GPT-5.6 vs 5.5: The 46-CSV Test That Made It Ariel's Daily Driver

Every

GPT-5.6 Sol Is Cheaper Than Claude — But There's a Catch #OpenAI #GPT56 #AIModels
// WATCH
YouTube

GPT-5.6 Sol Is Cheaper Than Claude — But There's a Catch #OpenAI #GPT56 #AIModels

DIY Smart Code

35 Self Hosted Projects on GitHub: Usertour, Alexandrie, homelable, Frontman, nylon, TuneLog, midday
// WATCH
YouTube

35 Self Hosted Projects on GitHub: Usertour, Alexandrie, homelable, Frontman, nylon, TuneLog, midday

+7

Github Awesome