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markdown
Latest Field Note//field note//55d 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.59d agoimageAI's Drag-n-Drop ProblemAutomation of Front End AI generation has an unsolved/unsolvable problem63d 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→
WEDNESDAY // 2026-07-15
81 items
JUL 15
What's The Best Electron Alternative? Let's Find Out.
// WATCH
YouTube

What's The Best Electron Alternative? Let's Find Out.

Better Stack

OpenCV 5 hype-check: the CPU-only catch nobody mentions #EdgeAI #DevTools
// WATCH
YouTube

OpenCV 5 hype-check: the CPU-only catch nobody mentions #EdgeAI #DevTools

DIY Smart Code

Token embeddings explained. #llm #explainer #programing #ml
// WATCH
YouTube

Token embeddings explained. #llm #explainer #programing #ml

Syntax

The Most Brutal AI Benchmark Ever Made #benchmark #ai #perplexity
// WATCH
YouTube

The Most Brutal AI Benchmark Ever Made #benchmark #ai #perplexity

+2

DIY Smart Code

Anthropic Found Something That Shouldn't Exist
// WATCH
YouTube

Anthropic Found Something That Shouldn't Exist

Two Minute Papers

LLMs Don’t Store Time Where You Think
// WATCH
YouTube

LLMs Don’t Store Time Where You Think

Discover AI

This 27B Model Shouldn't Run On Your Phone. It Does.
// WATCH
YouTube

This 27B Model Shouldn't Run On Your Phone. It Does.

Prompt Engineering

The Great Bun Rewrite
// WATCH
YouTube

The Great Bun Rewrite

The PrimeTime

The OpenCV 5 claim nobody's talking about
// WATCH
YouTube

The OpenCV 5 claim nobody's talking about

DIY Smart Code

We got addicted to an AI model we can't talk about
// WATCH
YouTube

We got addicted to an AI model we can't talk about

+3

Syntax

Grok 4.5 + OpenCode = Opus 4.8 Coding at 4x CHEAPER
// WATCH
YouTube

Grok 4.5 + OpenCode = Opus 4.8 Coding at 4x CHEAPER

Income stream surfers

Antigravity SENTINEL Update: New Models, New Features are HERE!
// WATCH
YouTube

Antigravity SENTINEL Update: New Models, New Features are HERE!

+1

AICodeKing

1 in 8 enterprises ditched proprietary models — here's the catch #DeepSeek #AItrends
// WATCH
YouTube

1 in 8 enterprises ditched proprietary models — here's the catch #DeepSeek #AItrends

+3

DIY Smart Code

Juggler: a visual coding agent where your session is an editable tree, not a chat scroll
// WATCH
YouTube

Juggler: a visual coding agent where your session is an editable tree, not a chat scroll

Github Awesome

Twilio Is DDoSing Its Own Customers (And They Know It)
// WATCH
YouTube

Twilio Is DDoSing Its Own Customers (And They Know It)

Better Stack

Gemini 3.5 Pro DELAYED Again... BUT Gemini 3.6 Flash Might Drop Soon!
// WATCH
YouTube

Gemini 3.5 Pro DELAYED Again... BUT Gemini 3.6 Flash Might Drop Soon!

+2

WorldofAI

Electrobun emerges as Bun-powered Electron alternative
VIDEO// 41m ago

Electrobun emerges as Bun-powered Electron alternative

Electrobun is a lightweight, Bun-powered alternative to Electron for building cross-platform desktop applications using native system webviews instead of Chromium. The TypeScript-first framework achieves fast startup speeds and tiny bundle sizes while offering type-safe RPC and built-in differential updates without requiring Rust or C++.

electrobunbunelectrondesktop-appstypescriptwebviewopen-source+7+6+5+4+3+2+1
GPT-5.6 Sol Cuts React Dev Costs 6x
MODEL// 18m ago

GPT-5.6 Sol Cuts React Dev Costs 6x

OpenAI President Greg Brockman announced a 6x price efficiency when using the newly launched GPT-5.6 Sol model for React and frontend development. According to benchmarks, Sol's optimization for coding reduces token consumption and manual iterations, resulting in substantial cost savings.

gpt-5.6solopenaireactfrontend-developmentgreg-brockmanartificial-intelligencecoding-assistants+8+7+6+5+4+3+2+1
Thinking Machines releases 975B open model Inkling
MODEL// 47m ago

Thinking Machines releases 975B open model Inkling

Thinking Machines has launched Inkling, a 975-billion-parameter open-weights Mixture-of-Experts model supporting text, images, and audio with a 1 million token context. Trained on 45 trillion tokens, the natively multimodal model provides an open, customizable alternative to proprietary systems.

aiopen-weightsmoethinking-machinesinklingllmmultimodal+7+6+5+4+3+2+1
ChatGPT adds unified sidebar search
UPDATE// 47m ago

ChatGPT adds unified sidebar search

OpenAI has updated the search capability within ChatGPT, enabling users to search through chats, projects, images, and documents in one unified sidebar across web, iOS, and Android. The update introduces search filters to help narrow down results, allowing users to select and open past assets and conversations directly in the main interface.

chatgptopenaisearchproductivitycross-platform+5+4+3+2+1
Grok 4.5 lands in Cursor for European users
UPDATE// 1h ago

Grok 4.5 lands in Cursor for European users

A post on X by Mark K confirms that xAI's Grok 4.5 model is now accessible to users of the Cursor AI code editor within Europe. The author highlights the integration's high quality, noting that the model works exceptionally well in Cursor and validating their previous predictions regarding its availability.

cursorgrok-4.5xaiai-code-editoreuropemodel-integrationllmai-codingcode-generation+9+8+7+6+5+4+3+2+1
Netlify drops context-and-tools for autonomous AI agent deployments
OPEN SOURCE// 1h ago

Netlify drops context-and-tools for autonomous AI agent deployments

A new tip highlights that AI coding tools read AGENTS.md files for context. To capitalize on this, Netlify has published a public skills repository containing an AGENTS.md file that equips AI agents with the knowledge needed to handle netlify.toml configurations, generate previews, and execute production deployments autonomously simply by dropping it into a project.

netlifyagentcodexdeploymentai-toolsdev-tools+6+5+4+3+2+1
GPT-Red adversarially trains GPT-5.6 against prompt injections
NEWS// 1h ago

GPT-Red adversarially trains GPT-5.6 against prompt injections

A recent update highlights the high return on investment of self-improving AI models, specifically noting how GPT-Red was used to adversarially train GPT-5.6. This training approach has reportedly made the model much more robust against prompt injection vulnerabilities, showcasing a vital method for improving AI security.

artificial-intelligencesecurityadversarial-traininggpt-5.6red-teamingself-improving-ai+6+5+4+3+2+1
Mintlify MCP turns agents into doc reviewers
UPDATE// 1h ago

Mintlify MCP turns agents into doc reviewers

Mintlify has launched a new Model Context Protocol (MCP) feedback tool that turns AI agents into active documentation reviewers. By allowing agents to flag gaps and confusing sections as they read, the tool provides documentation creators with precise, actionable insights to improve their content based on real AI interactions.

mintlifymcpdocumentationaiagentdevtooltool-use+7+6+5+4+3+2+1
ElevenLabs showcases Part 3 of Unity NPC tutorial
VIDEO// 2h ago

ElevenLabs showcases Part 3 of Unity NPC tutorial

ElevenLabs shared the third part of a video series demonstrating how to build agentic, self-aware NPCs in the Unity engine. The tutorial utilizes the ElevenLabs Agents Unity SDK to connect an LLM with real-time voice synthesis and spatial audio, enabling NPCs to engage in fluid, unscripted conversations.

elevenlabsunitynpcgame-developmentagentvoice-synthesisconversational-ai+7+6+5+4+3+2+1
Injective launches AI Agent SDK for fast setup
LAUNCH// 2h ago

Injective launches AI Agent SDK for fast setup

The Injective AI Agent SDK is a newly launched tool designed to solve the common developer pain point of spending hours setting up development environments. Instead of manually piecing together various tools, the SDK allows developers to start building AI agents instantly using just one command.

injectiveaisdkagentdevtoolweb3crypto+7+6+5+4+3+2+1
Perplexity launches SPACE sandbox platform
INFRA// 2h ago

Perplexity launches SPACE sandbox platform

Perplexity has transitioned all production traffic for its Perplexity Computer agent to its own custom-built sandbox lifecycle management platform called SPACE. Originally launched using a third-party sandbox provider in February, the service now runs entirely on SPACE, achieving 5x faster tail latency and improved control over sandbox environments.

perplexityspacesandboxinginfrastructurevirtualizationagentcomputer-use+7+6+5+4+3+2+1
Koru compiler lands prototype mode
UPDATE// 2h ago

Koru compiler lands prototype mode

The Koru programming language has introduced a new [prototype] annotation that allows developers to compile and run incomplete programs by relaxing compiler exhaustiveness checks. Missing branches are replaced with runtime panic holes, while a compile-time guard prevents prototype code from being compiled into production builds.

koruprogramming-languagesprototypingcompiler-designdeveloper-tooling+5+4+3+2+1
Raft 1.0 introduces collaborative team mode
LAUNCH// 2h ago

Raft 1.0 introduces collaborative team mode

Raft 1.0 has introduced a collaborative team mode for its agent-native human-AI collaboration platform. By giving each agent its own bounded memory and workspace, the system enables agents to naturally divide work, peer-review tasks, and build context over time.

agentmulti-agent-systemscollaborationdevtool+4+3+2+1
Indelible launches on-chain Grok memory
LAUNCH// 3h ago

Indelible launches on-chain Grok memory

Indelible has introduced a system to give AI models like Grok permanent, on-chain memory by writing their conversation histories directly to the Bitcoin blockchain. By utilizing a decentralized Simplified Payment Verification relay mesh called the Indelible Federation, the project secures user-AI interactions with AES-256 encryption, allowing users to retain full ownership and proving capabilities of their AI's historical data using private keys.

indeliblebitcoinbsvgrokblockchainon-chain-memoryagentdecentralized-storage+8+7+6+5+4+3+2+1
OpenCode v1.18.2 improves desktop navigation and session visibility while introducing bounded subagent recursion and resilient Windows directory creation.
UPDATE// 3h ago

OpenCode v1.18.2 improves desktop navigation and session visibility while introducing bounded subagent recursion and resilient Windows directory creation.

OpenCode has released version 1.18.2, featuring enhancements to desktop navigation and session visibility, including the addition of Cmd/Ctrl+N as an alternate shortcut for opening a new tab. This update introduces configurable and bounded subagent recursion to prevent runaway loops, defaults Meta model settings to "xhigh" reasoning, and improves the reliability of directory creation on Windows systems.

opencodeai-codingcoding-agentagentdevtoolframework+6+5+4+3+2+1
Tesana AI showcases multiplayer FPS from single prompt
NEWS// 3h ago

Tesana AI showcases multiplayer FPS from single prompt

Tesana AI has showcased a playable, multiplayer Halo-style first-person shooter running at 200 FPS built from a single text prompt. The demonstration highlights the engine's ability to translate natural language descriptions into complex 3D environments and functional multiplayer mechanics without manual coding.

generative-aigame-developmentgame-enginesmultiplayerai-gamingtesana-ai+6+5+4+3+2+1
SpectraReward Turns MLLMs Into Zero-Shot Rewards
RESEARCH// 3h ago

SpectraReward Turns MLLMs Into Zero-Shot Rewards

Researchers have introduced SpectraReward, a training-free framework that enables pretrained Multimodal Large Language Models (MLLMs) to serve as zero-shot reward models for text-to-image reinforcement learning by calculating prompt reconstruction likelihood. Evaluated on models up to 235B parameters, SpectraReward consistently improves alignment and enables a self-improving closed-loop framework without human preference feedback.

image-genreinforcement-learningmllmsreward-modelsspectrarewardllm+6+5+4+3+2+1
Reve 2.1 launches on Replicate
MODEL// 3h ago

Reve 2.1 launches on Replicate

Reve AI has released Reve 2.1 on Replicate, a layout-first image generation model supporting native 4K resolution. The model plans scene composition before rendering, enabling precise region-specific editing and high-fidelity multilingual text generation.

image-genreplicateartificial-intelligencelayout-planningdesign-tools+5+4+3+2+1
Emergent raises $130M at $1.5B valuation
FUNDING// 4h ago

Emergent raises $130M at $1.5B valuation

AI-powered app creation platform Emergent has secured $130 million in Series C funding led by Creaegis, catapulting the startup to a $1.5 billion valuation just four months after its Series B round valued it at $300 million. Emergent provides a collaborative multi-agent system that allows non-technical entrepreneurs and business owners to build, test, and deploy functional, production-ready full-stack applications from natural language prompts, dramatically lowering traditional engineering costs and timelines.

aiai-codingsoftware-developmentstartup-fundingunicornapp-builderno-codeventure-capitalcode-generation+9+8+7+6+5+4+3+2+1
OpenRouter Chatroom Adds GPT-5.6 Side-by-Side Comparison
UPDATE// 4h ago

OpenRouter Chatroom Adds GPT-5.6 Side-by-Side Comparison

OpenRouter Chatroom has enabled side-by-side comparisons for OpenAI's new GPT-5.6 model family, allowing developers to query the Sol, Terra, and Luna tiers simultaneously. This playground integration simplifies model evaluation and optimization across different cost and performance profiles.

openrouter-chatroomopenaigpt-5.6llmai-playgroundmodel-evaluation+6+5+4+3+2+1
Hume AI Launches Real World VoiceEQ Benchmark
BENCHMARK// 4h ago

Hume AI Launches Real World VoiceEQ Benchmark

Hume AI launched Real World VoiceEQ, a Hugging Face-hosted benchmark and leaderboard designed to evaluate voice AI models. Aggregating over 1 million human judgments across 40+ leading models, the benchmark measures emotional expression, tone, and prosody to address the limitations of automated evaluations.

real-world-voiceeqspeech-aibenchmarkinghugging-facevoice-modelshume-aillm+7+6+5+4+3+2+1
Perplexity open-sources WANDR research benchmark
OPEN SOURCE// 4h ago

Perplexity open-sources WANDR research benchmark

Perplexity AI has open-sourced WANDR (Wide ANd Deep Research), an evaluation benchmark and dataset consisting of 500 production-grade tasks designed to test AI research agents. The benchmark measures an agent's ability to conduct complex, multi-step web research involving wide entity discovery and deep fact verification.

ai-benchmarkperplexitywandrresearch-agentsopen-sourceagent+6+5+4+3+2+1
ChatGPT/Codex Regression Bug Crashes Embedded Browser
UPDATE// 4h ago

ChatGPT/Codex Regression Bug Crashes Embedded Browser

Following the merger of the ChatGPT and Codex applications, a critical regression bug has emerged where dragging and dropping local files into the embedded browser causes a crash. This issue directly disrupts workflows for the ChatCut plugin, which requires importing local media files into the in-Codex video editing interface.

openaichatgptcodexchatcutbugregression+6+5+4+3+2+1
EU General Court rejects OpenAI trademark
POLICY// 3h ago

EU General Court rejects OpenAI trademark

The General Court of the European Union rejected OpenAI's application to register "OPENAI" as a trademark for software and IT services. The court ruled that the term is purely descriptive of freely accessible artificial intelligence and lacks the distinctiveness required to identify a specific commercial origin.

openaitrademarkeuipogeneral-courtintellectual-propertyartificial-intelligenceregulationeu+8+7+6+5+4+3+2+1
PRISM Edit unlocks temporal LLM editing
RESEARCH// 5h ago

PRISM Edit unlocks temporal LLM editing

PRISM Edit is a model editing method for LLMs that resolves temporal knowledge conflicts by optimizing a single polysemous vector to encode multiple time-bound answers. Leveraging the model's inherent modulation pathways, it routes prompts to the correct historical or current facts without requiring architectural modifications.

prism-editmodel-editingllmtemporal-knowledgepolysemous-vectorsdeep-learning+6+5+4+3+2+1
Ambiance structures LLM agents around Unix VFS
OPEN SOURCE// 3h ago

Ambiance structures LLM agents around Unix VFS

Ambiance is an experimental, open-source agent harness that models its data layer as a virtual filesystem and uses a tickless event bus to trigger LLM actions. By representing system states and configurations as flat text files, it keeps context prompts lean and makes agent operations transparent and auditable.

ambiancellm-harnessagentopen-sourceunix-philosophylocal-first+6+5+4+3+2+1
Apple taps Alibaba, Baidu for China AI
NEWS// 5h ago

Apple taps Alibaba, Baidu for China AI

Apple has registered Apple Intelligence for release in China, partnering with local tech giants Alibaba and Baidu to comply with regional regulations. The integration will incorporate Alibaba's Qwen and Baidu's LLMs to power AI features on Chinese iPhones.

appleapple-intelligencealibababaidustocksfinanceartificial-intelligencegeopolitics+8+7+6+5+4+3+2+1
Local AI hardware spans 100x cost spectrum
INFRA// 5h ago

Local AI hardware spans 100x cost spectrum

Software developer yume_arasaki discusses the economics and design choices of running local AI setups, which range from budget-friendly $1,050 used RTX 3090 graphics cards to $90,000 Blackwell enterprise-grade hardware. The author highlights the trade-offs in model selection for local AI agents, specifically comparing a 27B dense model to a 35B Mixture of Experts (MoE) configuration (35B-A3B) and explaining why the 27B dense model functions as an ideal gateway for local agentic workflows.

local-ainvidiartx-3090blackwellagenthardware+6+5+4+3+2+1
swift-ai-sdk 0.2.0 enables Apple computer use
UPDATE// 6h ago

swift-ai-sdk 0.2.0 enables Apple computer use

Zaid Mukaddam has released swift-ai-sdk 0.2.0, a major update that transitions the library from simple model querying to active agency on iOS and macOS. This update introduces native computer use with OpenAI and Anthropic, a full Model Context Protocol (MCP) client, ten new providers, structured repair, and support for images, speech, and video.

swiftiosmacosswift-ai-sdkmcpcomputer-useaiopen-sourcetool-use+9+8+7+6+5+4+3+2+1
ChatCut brings AI video editing to ChatGPT
UPDATE// 6h ago

ChatCut brings AI video editing to ChatGPT

ChatCut has integrated its AI-powered video editing tool with the ChatGPT Chrome extension, allowing users to edit video projects directly via natural language prompts. The tool functions as a lightweight AI video editor with an interactive timeline and supports exporting projects via XML to professional software like Adobe Premiere Pro and DaVinci Resolve.

chatcutai-video-editorvideo-editingchatgpt-extensionai-pluginchrome-extensionpost-productionproductivity+8+7+6+5+4+3+2+1
AI Voice Fraud Outruns Detection Defenses
SECURITY// 3h ago

AI Voice Fraud Outruns Detection Defenses

Advanced AI voice-cloning technology has enabled a dramatic rise in financial fraud targeting older adults as detection-based defenses fail. Stopping this fraud requires shifting the burden of prevention from individuals to voice platforms, telecom networks, and financial institutions.

ai-voice-cloningdeepfakesvoice-fraudcybersecuritysocial-engineeringbanking-regulationelevenlabs+7+6+5+4+3+2+1
Microsoft Confirms Windows GDID Cannot Be Disabled
NEWS// 3h ago

Microsoft Confirms Windows GDID Cannot Be Disabled

An FBI complaint has revealed the existence of the Windows Global Device Identifier (GDID), a persistent operating system tracking mechanism that cannot be disabled or reset. Microsoft has confirmed the GDID is a core system component required for servicing and licensing, raising tracking and privacy concerns among security researchers.

windowsgdidprivacysurveillancesecurityfbimicrosoft+7+6+5+4+3+2+1
Netlify explains Agent Runners project context usage
TUTORIAL// 6h ago

Netlify explains Agent Runners project context usage

In a recent update, Netlify details how its Agent Runners leverage existing project context to ensure AI-generated output matches a site's specific branding. The overview also highlights the importance of monitoring live logs as a best practice for understanding and debugging agent behavior during workflows.

aiagentnetlifycontextdebugging+5+4+3+2+1
SpaceX Bonds Drop 10% on Cash Burn
NEWS// 3h ago

SpaceX Bonds Drop 10% on Cash Burn

Following a massive $25 billion debt offering in June 2026, SpaceX's corporate bonds have dropped in value by roughly 10% in the secondary market. The sell-off, driven by investor concern over high capital expenditures and cash burn, has pushed credit spreads to over 230 basis points.

spacexfinancebondsdebtmarketsfunding+6+5+4+3+2+1
Lightpanda adds Prometheus metrics for real-time tracking
UPDATE// 6h ago

Lightpanda adds Prometheus metrics for real-time tracking

Lightpanda has introduced support for exposing Prometheus metrics, allowing users to point their existing dashboards at the headless browser. This update enables real-time monitoring of critical telemetry such as request volume and memory usage directly from the browser engine.

lightpandaprometheusobservabilitymetricsbrowser+5+4+3+2+1
Anthropic shares full webinar on evaluating AI agents
VIDEO// 6h ago

Anthropic shares full webinar on evaluating AI agents

Anthropic has released the full video recording of their recent webinar titled "Evals for AI Agents: How product builders get the most out of every new model." This session is designed to guide developers and product teams on creating robust evaluation frameworks to effectively measure and improve the performance of autonomous AI agents built on new models.

anthropicagentevaluationswebinardevelopment+5+4+3+2+1
Open Interpreter rebuilt in Rust
OPEN SOURCE// 7h ago

Open Interpreter rebuilt in Rust

Open Interpreter has been rewritten in Rust, pivoting the open-source project into a lightweight local coding agent optimized for low-cost language models. The new implementation features a versatile harness framework for easily swapping execution agents and LLM providers while maintaining local execution safety prompts.

open-sourceai-coding-agentrustdevtoolllmcoding-agentai-codingagent+8+7+6+5+4+3+2+1
GitHub repository showcases Chinese indie projects
OPEN SOURCE// 7h ago

GitHub repository showcases Chinese indie projects

The GitHub repository 1c7/chinese-independent-developer is a curated directory highlighting projects built by independent developers in China. With over 55,000 stars, it serves as a key resource for discovering indie software and tracking trends within the developer ecosystem.

indie-developerscurated-listgithubopen-sourcechinadevtool+6+5+4+3+2+1
Grok 4.5 hits Europe's Grok Build
MODEL// 8h ago

Grok 4.5 hits Europe's Grok Build

Grok 4.5 is now accessible within the Grok Build platform for developers in Europe, allowing them to select the model using the /model command. The release is expected to expand shortly with integration into the Cursor code editor.

grok-4.5spacexaigrok-buildcursoreuropellm+6+5+4+3+2+1
Alex Socoloff teases PRDX UI design kit
LAUNCH// 8h ago

Alex Socoloff teases PRDX UI design kit

Alex Socoloff, designer and founder of Prødux Design, has announced PRDX UI, a component library that will soon be available for AI systems Claude and Codex. The product is aimed at facilitating faster and more cohesive UI development when generating code using large language models, indicating a growing focus on AI-compatible design systems.

prdx-uidesign-systemui-kitgenerative-uiclaudecodexai-codingcode-generation+8+7+6+5+4+3+2+1
OpenAI Plans ChatGPT-Powered Screenless Smart Speaker
NEWS// 9h ago

OpenAI Plans ChatGPT-Powered Screenless Smart Speaker

OpenAI is reportedly preparing to launch a rechargeable, screenless smart speaker as its first physical AI hardware device. Powered by ChatGPT, the device aims to provide a proactive, conversational presence to serve as a home companion.

openai-smart-speakeropenaismart-speakerhardwareartificial-intelligencechatgptambient-computing+7+6+5+4+3+2+1
Virtuals, Venice, Bankrbot lead Base DeFAI
NEWS// 9h ago

Virtuals, Venice, Bankrbot lead Base DeFAI

In a post on X, crypto analyst CryptoTeca highlighted prominent decentralized AI (DeFAI) projects building on Coinbase's Layer 2 network, Base. The featured projects include AskVenice (Venice AI), a privacy-focused AI inference network; Virtuals Protocol (@virtuals_io), a dominant launchpad and tokenization platform with over 50,000 autonomous AI agents deployed across chains; and Bankrbot (@bankrbot), a conversational AI-driven crypto assistant enabling natural language asset management and token launches on-chain.

basedefaiagentvirtuals-protocolbankrbotvenice-aicryptocurrencyweb3+8+7+6+5+4+3+2+1
Juggler launches open-source visual coding agent
OPEN SOURCE// 10h ago

Juggler launches open-source visual coding agent

Juggler is an open-source, model-agnostic GUI coding agent that replaces linear chat logs with a branching, Finder-style tree interface. Built with Go and Wails, it structures sessions as CRDT documents to support multi-client synchronization and custom JavaScript plugins.

coding-agentaiopen-sourcevisual-agentwailscrdtdevtoolai-codingagent+9+8+7+6+5+4+3+2+1
Open-weight models capture 29% Vercel token traffic
NEWS// 10h ago

Open-weight models capture 29% Vercel token traffic

Vercel's July 2026 AI Gateway Production Index highlights a dramatic shift in enterprise AI usage, with open-weight models now capturing nearly 29% of total token volume on less than 4% of gateway spend. This surge in adoption indicates that one in eight enterprises has begun migrating away from proprietary models in favor of open-weight alternatives, driven by extreme cost efficiencies and improved performance profiles.

vercelai-gatewayopen-weight-modelsenterprise-aideepseekcost-optimization+6+5+4+3+2+1
World of AI Bench launches evaluation platform
LAUNCH// 12h ago

World of AI Bench launches evaluation platform

World of AI Bench is an independent model evaluation and ranking platform designed to benchmark AI models on real-world developer tasks like WebGL rendering, frontend design, and agentic workflows. By shifting focus from vendor-curated academic datasets to custom workspaces and AI-judged evaluations, it helps teams measure model capabilities in practical scenarios.

aibenchmarksai-codingmodel-evaluationdevtoolleaderboardsagentic-workflowscode-generation+8+7+6+5+4+3+2+1
Gemini 3.5 Pro delayed, new models leak
NEWS// 12h ago

Gemini 3.5 Pro delayed, new models leak

Google's frontier model Gemini 3.5 Pro has reportedly been delayed for a third time, stalling the release of the company's next-generation reasoning model. In parallel, details from internal registrations have surfaced online, revealing that Google is preparing launches for Gemini 3.6 Flash and Gemini 3.5 Flash Light, suggesting an aggressive push to optimize and expand their faster, cost-efficient model lineup.

googlegeminigemini-progemini-flashllmleakmodel-delayartificial-intelligence+8+7+6+5+4+3+2+1
Flodesk Studio launches AI email design tool
LAUNCH// 7h ago

Flodesk Studio launches AI email design tool

Flodesk Studio is an AI-accelerated email design application in free beta that generates professional, on-brand emails from brand assets and designer templates. Users can refine layouts via an AI chat interface or manual edits and export the custom HTML to any email service provider.

emaildesign-toolsnewslettersaiemail-marketing+5+4+3+2+1
Review by Eddie AI launches video feedback
LAUNCH// 7h ago

Review by Eddie AI launches video feedback

Review by Eddie AI is a collaborative video feedback platform that collects frame-accurate comments without requiring login or file re-uploads. The tool provides automated AI reviews of video edits and converts comments into actionable to-do lists.

productivityartificial-intelligencevideo-editingcollaborationai-tools+5+4+3+2+1
FlutterFlow launches Campus AI workspace
LAUNCH// 7h ago

FlutterFlow launches Campus AI workspace

FlutterFlow has launched Campus, a persistent, infinite-canvas workspace that integrates code repositories, terminals, documentation, designs, and AI agents into a single shared canvas. The tool enables real-time and asynchronous collaboration between human developers and AI agents, keeping all project context in one place.

productivitydevtoolsoftware-engineeringartificial-intelligencecollaboration+5+4+3+2+1
Mantle launches Clerk AI cap table assistant
LAUNCH// 7h ago

Mantle launches Clerk AI cap table assistant

Mantle Clerk is an AI-native assistant integrated into the Mantle equity management platform, designed to simplify cap table tracking and equity administration for startups. By allowing founders to ask plain-English questions, upload legal files, and describe recent transactions, Clerk extracts data from documents, models potential funding rounds, and drafts necessary paperwork.

fintechventure-capitalartificial-intelligenceequity-managementcap-table+5+4+3+2+1
YAGNI launches proactive AI agent teams
LAUNCH// 7h ago

YAGNI launches proactive AI agent teams

YAGNI shifts AI interaction from reactive prompting to proactive management of agent teams managed like human employees. These teams operate in a continuous mapping, execution, and review loop, gradually earning autonomy through approved work.

hosted-serviceartificial-intelligenceremote-workagentproductivityautomation+6+5+4+3+2+1
ccshare enables multiplayer Claude Code sessions
LAUNCH// 7h ago

ccshare enables multiplayer Claude Code sessions

ccshare is a terminal-sharing tool that allows developers to invite collaborators into a live Claude Code session using a simple 6-character code. Instead of passive screen sharing, it creates an interactive multiplayer terminal environment where up to five participants can simultaneously view the active session and type commands, facilitating real-time pair programming, collaborative debugging, and interactive teaching.

devtoolartificial-intelligencegithubtechterminalcollaborationclaude-codeai-codingcode-generation+9+8+7+6+5+4+3+2+1
Tiptap launches AI Toolkit in beta
LAUNCH// 7h ago

Tiptap launches AI Toolkit in beta

Tiptap has launched its AI Toolkit in beta, providing a bridge that lets AI models interact directly with rich-text document structures in real time. The toolkit enables precise, schema-aware client and server-side edits without corrupting formatting or disrupting collaborative sessions.

devtooltext-editorsartificial-intelligencerich-textweb-development+5+4+3+2+1
Crustdata launches Recruiter suite in Claude
LAUNCH// 7h ago

Crustdata launches Recruiter suite in Claude

Crustdata Recruiter is a suite of AI-powered recruiting skills that run within Claude, using Anthropic's MCP to access live data on over 1 billion profiles. The tool learns specific hiring preferences over time, enabling recruiters to source talent, rank candidates, and draft personalized outreach directly into their ATS.

hiringrecruitingartificial-intelligenceclaudemcphosted-servicetechtool-use+8+7+6+5+4+3+2+1
Keepresso prevents Mac sleep via smart triggers
LAUNCH// 7h ago

Keepresso prevents Mac sleep via smart triggers

Keepresso is a free, open-source macOS menu bar application that keeps your Mac awake using smart triggers and official APIs. It features timed sessions, a lid-closed wake mode without external displays, and a headless-Mac toolkit with virtual HiDPI screens.

keepressomacosproductivityopen-sourceutilitiesmenu-bar-apps+6+5+4+3+2+1
QuickQuill drops offline macOS meeting transcriber
LAUNCH// 7h ago

QuickQuill drops offline macOS meeting transcriber

QuickQuill is an offline, on-device meeting notes and transcription application built for Apple Silicon Macs running macOS 26. The application offers free push-to-talk dictation, with full recording, summarization, and transcription capabilities unlocked for a one-time $49 fee.

macmeetingsmenu-bar-appsproductivitytranscriptionprivacy+6+5+4+3+2+1
nudge2.0 is an AI-powered weekly scheduler that automatically plans your days around your personal routine and uses financial stakes to ensure task accountability.
LAUNCH// 7h ago

nudge2.0 is an AI-powered weekly scheduler that automatically plans your days around your personal routine and uses financial stakes to ensure task accountability.

nudge2.0 is an AI-powered productivity tool that aims to eliminate the friction of calendar management by allowing users to turn plain text inputs into tasks with deadlines. It automatically schedules tasks around key daily events such as sleep, meals, and fixed appointments. To keep users accountable, the platform implements a financial commitment mechanism where users lock $5 on a deadline; if the task is successfully completed and verified, they pay nothing. The app integrates with Slack and Discord to capture tasks without switching workspaces.

productivitytask-managementartificial-intelligencecalendarscheduling+5+4+3+2+1
RecordMeeting launches bot-free AI meeting recorder
LAUNCH// 7h ago

RecordMeeting launches bot-free AI meeting recorder

RecordMeeting is an AI meeting assistant that records, transcribes, and summarizes calls across video and messaging platforms without requiring a visible bot to join. The tool automatically generates structured summaries and integrates meeting data directly with CRMs like HubSpot and Salesforce.

chrome-extensionsproductivityhosted-serviceartificial-intelligencemeeting-recordertranscription+6+5+4+3+2+1
V2Fun launches browser-based 3D character platform
LAUNCH// 7h ago

V2Fun launches browser-based 3D character platform

V2Fun is a browser-based, AI-powered 3D creation platform that integrates character modeling, 8K texturing, and motion capture into a single workflow. Using proprietary models, it enables creators to generate and animate rigged 3D assets directly from prompts, images, and videos.

3d-modelingartificial-intelligenceanimationmotion-capturegame-development3d-textures+6+5+4+3+2+1
Copresent turns smartphones into Slides remotes
LAUNCH// 7h ago

Copresent turns smartphones into Slides remotes

Copresent is a Chrome extension that turns smartphones into Google Slides remotes via a simple QR code scan or shared link. It enables solo presenters to control slides and view notes on their mobile screens, or allows up to 10 co-presenters to collaboratively drive the same deck without app installations.

chrome-extensionsproductivityeducation+3+2+1
Velo 3.0 automates video generation from recordings
LAUNCH// 7h ago

Velo 3.0 automates video generation from recordings

Velo 3.0 is a major update to the AI video platform that generates explainers, product demos, and training content from screen recordings or text prompts. The system automatically writes scripts, generates cloned-voice narration, edits video via text instructions, and integrates with company documentation via MCP.

veloproductivitysalesvideoaigenerative-videovideo-automation+7+6+5+4+3+2+1
Pluto-Genesis tops 2,600 downloads
OPEN SOURCE// 12h ago

Pluto-Genesis tops 2,600 downloads

Developer Siddharth N.R. announced that their open-source language model project, Pluto-Genesis, has crossed 2,600 downloads. The developer credited OpenAI's GPT-5.6 as an essential AI engineering partner that assisted with debugging, fine-tuning, benchmarking, and accelerating the release process from the first training run to the final release.

pluto-genesisllmopen-sourcegpt-5.6fine-tuninghuggingface+6+5+4+3+2+1
DeerFlow open-sources LLM Space agent debugger
OPEN SOURCE// 13h ago

DeerFlow open-sources LLM Space agent debugger

LLM Space is a local-first desktop workbench developed by DeerFlow to prototype agent ideas, inspect execution steps, replay failures, and evaluate performance. Built using TypeScript, Bun, React, and Electrobun, it provides a visual interface for managing prompts and system messages, tracing real-time model and tool calls, and stepping through historical agent runs while keeping all data and API keys secure on the user's local machine.

llm-spaceagentdebuggingdevtoollocal-firstopen-source+6+5+4+3+2+1
Alchemy v2 ships distilled Effect-native SDKs
INFRA// 13h ago

Alchemy v2 ships distilled Effect-native SDKs

In its version 2 release, TypeScript-native Infrastructure-as-Code tool Alchemy has replaced its previous "just use fetch" strategy with AI-generated, distilled Effect-native SDKs for all major cloud providers. This transition resolves production-level reliability and retry issues by integrating with the Effect-TS ecosystem to manage side effects, errors, and retries natively.

alchemytypescripteffect-tsiaccloud-infrastructurecode-generationsdkai-coding+8+7+6+5+4+3+2+1
Auto Review gates AI agent code edits
OPEN SOURCE// 14h ago

Auto Review gates AI agent code edits

Auto Review is an advisory code review tool for AI agents that operates as a closeout check before committing or shipping code changes. Supporting models like Codex, Claude, and Pi, it evaluates change bundles for regressions while enforcing strict scope boundaries.

agentcode-reviewgitdevtoolopenclawautoreviewai-coding+7+6+5+4+3+2+1
TUESDAY // 2026-07-14
4 items
JUL 14
We need to talk about the Bun Rust rewrite
// WATCH
YouTube

We need to talk about the Bun Rust rewrite

+1

Theo - t3․gg

Codex Was A Developer Brand, So Why Remove It?
// WATCH
YouTube

Codex Was A Developer Brand, So Why Remove It?

+1

Theo - t3․gg

7 AI Conspiracies That Turn Out To Be Real (AI Myth Busters Ep01)
// WATCH
YouTube

7 AI Conspiracies That Turn Out To Be Real (AI Myth Busters Ep01)

+1

AI Revolution

Codex just got better for developers
// WATCH
YouTube

Codex just got better for developers

+4

OpenAI