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markdown
Latest Field Note//field note//83d 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.87d 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→
WEDNESDAY // 2026-08-12
89 items
AUG 12
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

Pokemon Slop Demo Review
// WATCH
YouTube

Pokemon Slop Demo Review

The PrimeTime

AI Distillation Explained: Why It’s So Misunderstood!
// WATCH
YouTube

AI Distillation Explained: Why It’s So Misunderstood!

+6

Prompt Engineering

The Workflow of the Future With Zed
// WATCH
YouTube

The Workflow of the Future With Zed

+2

Syntax

Grok 4.6 targets coding, knowledge work
MODEL// 43m ago

Grok 4.6 targets coding, knowledge work

xAI’s Grok 4.6 is a frontier model for coding, agentic tasks, and knowledge work, with a 500,000-token context window, configurable reasoning, and built-in tool support. It costs $2 per million input tokens and $6 per million output tokens.

grok-4-6llmai-codingcoding-agentagentreasoningtool-use+7+6+5+4+3+2+1
OpenRouter launches Ori Pi for coding agents
LAUNCH// 38m ago

OpenRouter launches Ori Pi for coding agents

Ori Pi brings the Pi coding agent to OpenRouter with one-step setup, authenticated model catalogs, routing controls, and automatic environment configuration. Developers can toggle fast routing and zero-data-retention providers per session while avoiding conflicts from other provider keys.

ori-picoding-agentai-codingcliinferenceguardrailsdevtool+7+6+5+4+3+2+1
Synara Adds Annotations for Local Apps
UPDATE// 43m ago

Synara Adds Annotations for Local Apps

Synara now lets developers open local apps in its built-in browser, annotate specific interface elements, and send precise change requests to their coding agent. It can also detect development servers already running on the machine.

synaraai-codingcoding-agentdevtoollocal-firstdebugging+6+5+4+3+2+1
Nebius Q2 Earnings Reframe AI Cloud
INFRA// 1h ago

Nebius Q2 Earnings Reframe AI Cloud

Nebius posted $582.3 million in Q2 revenue, while AI Cloud ARR reached $3 billion amid surging demand. Its new asset-light partnership model could extend growth beyond company-owned data centers.

nebiuscloudgpuinferencetraining-inframlopshosted-servicepricing+8+7+6+5+4+3+2+1
Netlify CEO Opens Agent Roadmap AMA
NEWS// 1h ago

Netlify CEO Opens Agent Roadmap AMA

Netlify CEO Mathias Biilmann is hosting a live AMA at RenderATL on agents, the company’s roadmap, and building sites from a phone. The session gives developers a direct look at Netlify’s push toward agent-native web development.

netlifyagentcoding-agentai-codingdevtoolcloud+6+5+4+3+2+1
Grok 4.7 Targets Frontier AI Supremacy
MODEL// 1h ago

Grok 4.7 Targets Frontier AI Supremacy

Elon Musk claims the upcoming 2.1-trillion-parameter Grok 4.7 will surpass leading AI models, including Claude Fable 5, after supplemental training on SpaceX engineering data. No independent benchmarks or release details have been published yet.

grok-4-7llmtrainingbenchmarkreasoningevaluation+6+5+4+3+2+1
Nebius Vineland Campus Stays On Track
INFRA// 1h ago

Nebius Vineland Campus Stays On Track

Nebius management says its 300MW Vineland, New Jersey AI data center remains on schedule despite switching planned gas generators to Bloom Energy fuel cells. The behind-the-meter system is designed to accelerate power deployment while reducing combustion-related emissions and permitting friction.

nebiusgpucloudinferenceinfrastructureai-coding+6+5+4+3+2+1
Factory Reframes Coding As Production Line
INFRA// 2h ago

Factory Reframes Coding As Production Line

Factory’s software factory model moves development beyond ad-hoc agent conversations into a repeatable system where humans, agents, and automation handle intake, execution, testing, review, and deployment. The goal is traceable, sandboxed, continuously verified software delivery.

factoryai-codingcoding-agentagentautomationtestingcode-reviewci-cd+8+7+6+5+4+3+2+1
Netlify Drop turns AI code into live apps
TUTORIAL// 2h ago

Netlify Drop turns AI code into live apps

Netlify’s drag-and-drop deployment workflow helps AI-generated projects reach the web in seconds, without Git or complex setup. Its broader value spans training tools, security refreshers, sales calculators, and campaign sites.

netlify-dropai-codingdevtoolcloudhosted-serviceautomation+6+5+4+3+2+1
Merge Gateway Cuts Grok 4.6 Costs 25%
INFRA// 2h ago

Merge Gateway Cuts Grok 4.6 Costs 25%

Merge Gateway is offering 25% off Grok 4.6 usage through the end of August. Developers can switch the model ID in existing API calls to route requests through the discounted model.

merge-gatewayinferenceapillmcloudpricing+6+5+4+3+2+1
CLAUDE.md Files Grow Through Memory Debt
NEWS// 2h ago

CLAUDE.md Files Grow Through Memory Debt

This analysis explains why agent instruction files grow indefinitely: adding a rule feels immediately useful, while removing outdated guidance requires reconstructing its rationale and risk. The result is context bloat, stale instructions, and weaker agent adherence.

claude-mdagents-mdcontext-engineeringagent-memorycoding-agentai-codingdevtool+7+6+5+4+3+2+1
Delta brings multiplayer agent coding to Zed
LAUNCH// 26m ago

Delta brings multiplayer agent coding to Zed

Zed introduces Delta, a multiplayer coding environment where developers, teammates, and AI agents share code, conversations, and review context. The beta opens with initial invites rolling out today.

deltacoding-agentagentai-codingcode-reviewdevtool+6+5+4+3+2+1
Embabel 1.5 Brings Spring AI 2
OPEN SOURCE// 2h ago

Embabel 1.5 Brings Spring AI 2

Embabel Agent 1.5 updates the open-source JVM framework for agentic applications with Spring AI 2.0 and Spring Boot 4 support. The release also adds vendor-neutral streaming tool loops, RAG improvements, MCP testing, and broader model integrations.

embabel-agentagentframeworkopen-sourcemcpragkotlin+7+6+5+4+3+2+1
Auth0 demos permissioned AI agents
VIDEO// 2h ago

Auth0 demos permissioned AI agents

Auth0 and Temporal showcase an AI agent acting on a user’s behalf without accessing the user’s password. Sensitive actions pause for live human approval before the agent receives narrowly scoped permission.

auth0agenttool-useguardrailssecuritycloud+6+5+4+3+2+1
Together AI, OpenRouter Host Open Models NYC
NEWS// 2h ago

Together AI, OpenRouter Host Open Models NYC

Together AI and OpenRouter will host an August 20 NYC meetup exploring why developers are shifting from closed to open models. The event includes a fireside chat, audience Q&A, and networking for AI builders.

together-aiopenrouterllmopen-weightsopen-sourceapiinference+7+6+5+4+3+2+1
Higgsfield Brings Image Generation Into ChatGPT
UPDATE// 2h ago

Higgsfield Brings Image Generation Into ChatGPT

Higgsfield’s ChatGPT plugin lets users generate and edit images directly inside the ChatGPT app using natural-language prompts. It runs on Higgsfield’s supported models, consumes existing Higgsfield credits, and requires no separate API key.

higgsfieldimage-genvideo-genprompt-engineeringtool-usemultimodal+6+5+4+3+2+1
Netlify AI Gateway powers richer media apps
VIDEO// 2h ago

Netlify AI Gateway powers richer media apps

Netlify demonstrates how AI Gateway can power interactive media applications beyond conventional chat interfaces. The platform gives developers access to OpenAI, Anthropic, Google Gemini, and OpenRouter models without separately managing provider accounts or API keys.

netlify-ai-gatewayinferenceapidevtoolcloudmultimodal+6+5+4+3+2+1
Grok 4.6 Nears Fable-Level Code Reviews
BENCHMARK// 3h ago

Grok 4.6 Nears Fable-Level Code Reviews

Early testing reportedly places Grok 4.6 near Claude Fable on complex code reviews while costing substantially less. The model also appears to outperform GPT-5.6 Terra in review-focused workflows.

grok-4.6llmai-codingcode-reviewcoding-agentevaluationbenchmark+7+6+5+4+3+2+1
BDH-CQ Sets ARC-AGI Efficiency Record
RESEARCH// 3h ago

BDH-CQ Sets ARC-AGI Efficiency Record

Pathway’s 150M-parameter BDH-CQ combines recurrent memory with latent-space reasoning, reaching 29.5% pass@2 on ARC-AGI-1 at a reported $0.0007 per task. The paper argues that reasoning without visible chain-of-thought can dramatically reduce inference costs.

bdh-cqllmreasoningresearchinferenceevaluationbenchmark+7+6+5+4+3+2+1
Super.engineering adds in-app provider usage
UPDATE// 3h ago

Super.engineering adds in-app provider usage

super.engineering now tracks AI provider usage directly inside its native macOS workspace, showing the active provider at a glance and expanding into a full breakdown. The feature complements its multi-agent workflow for developers using services such as Claude Code, Codex, Gemini, and Cursor.

super-engineeringai-codingcoding-agentagentobservabilitydevtool+6+5+4+3+2+1
Aparna Soneja’s 3D Portfolio Waves Back
LAUNCH// 3h ago

Aparna Soneja’s 3D Portfolio Waves Back

Aparna Soneja’s interactive portfolio turns her selfie into a rigged 3D avatar that waves back, combining Ready Player Me, Mixamo, and Bolt.new. The result is a memorable showcase for her full-stack, AI, and automation work.

aparna-soneja-3d-portfolio3d-gendevtoolno-codeai-codingautomation+6+5+4+3+2+1
Infisical Agent Vault Hides API Keys
INFRA// 3h ago

Infisical Agent Vault Hides API Keys

Infisical’s open-source Agent Vault lets Claude Code and other agents call external APIs through an HTTP proxy without exposing real credentials. Agents use dummy keys while the proxy injects scoped secrets, filters egress, and logs requests.

agent-vaultagentsecurityclidevtoolopen-source+6+5+4+3+2+1
Excalibur MCP Replaces Custom Task Runner
INFRA// 3h ago

Excalibur MCP Replaces Custom Task Runner

Tollbooth DPYC’s Excalibur MCP replaced its bespoke asynchronous task runner for long-running tool requests with a simpler implementation, demonstrating how quickly agent-assisted refactoring can retire custom infrastructure.

excalibur-mcpmcptool-useautomationdevtoolagent+6+5+4+3+2+1
Grok 4.6 Matches GPT-5.6 Sol
BENCHMARK// 26m ago

Grok 4.6 Matches GPT-5.6 Sol

Grok 4.6 scores 61 on the Artificial Analysis Intelligence Index, matching GPT-5.6 Sol and trailing only Anthropic’s top models. Its strongest advantage is agentic performance at substantially lower API prices.

grok-4-6llmreasoningagentcoding-agentevaluationbenchmark+7+6+5+4+3+2+1
HTML-over-WebSockets revives server-rendered SPAs
TUTORIAL// 25m ago

HTML-over-WebSockets revives server-rendered SPAs

Andros Fenollosa explains how persistent WebSocket connections can deliver server-rendered HTML directly to browsers, enabling real-time SPAs with minimal JavaScript. The approach, implemented by tools such as Django LiveView and Phoenix LiveView, removes much of the client-side rendering and API-contract overhead.

html-over-websocketsdjango-liveviewframeworkstreamingdevtoolopen-source+6+5+4+3+2+1
DeepSeek V4 Pro Gets Updated Weights
UPDATE// 4h ago

DeepSeek V4 Pro Gets Updated Weights

Vercel AI Gateway now serves updated weights for DeepSeek V4 Pro under the `deepseek/deepseek-v4-pro-0813` model slug. The refresh targets developers using DeepSeek for agentic coding, reasoning, and long-context workflows.

deepseek-v4-prollmopen-weightslong-contextreasoningcoding-agentinferenceapi+8+7+6+5+4+3+2+1
Seedance 2.5 Demonstrates Longer, Editable AI Video
UPDATE// 4h ago

Seedance 2.5 Demonstrates Longer, Editable AI Video

ByteDance’s Seedance 2.5 generates coherent video clips up to 30 seconds with synchronized audio, multimodal references, stronger prompt adherence, and region-level editing. The video demonstrates multi-shot workflows and autonomous film creation.

seedance-2.5video-genaudio-genmultimodalprompt-engineeringai-coding+6+5+4+3+2+1
Groq Joins NVIDIA Cloud Partner Network
INFRA// 4h ago

Groq Joins NVIDIA Cloud Partner Network

Groq has joined NVIDIA’s Cloud Partner network, reinforcing its position as a serious provider of low-latency AI inference infrastructure. The partnership gives developers another path to production-grade inference beyond conventional GPU cloud deployments.

groqinferencecloudapidevtoolhosted-service+6+5+4+3+2+1
Grok 4.5 Closes In On Frontier
BENCHMARK// 4h ago

Grok 4.5 Closes In On Frontier

SpaceXAI’s Grok 4.5 is emerging as a near-frontier model for coding, agentic tasks, and knowledge work, with strong benchmark results and substantially lower API pricing than leading rivals. Independent evaluations suggest it is competitive, though not yet a clear overall leader.

grok-4-5llmreasoningbenchmarkai-codingcoding-agenttool-usemoe+8+7+6+5+4+3+2+1
Controllable Video Method Fuses Motion, Style
TUTORIAL// 4h ago

Controllable Video Method Fuses Motion, Style

Matt Shumer’s workflow separates motion from visual style: draft camera movement and timing in Three.js, restyle a hero frame with an image model, then feed both references into Seedance for the final clip. The technique improves control without requiring a dedicated video model.

controllable-videovideo-genimage-gen3d-genprompt-engineering+5+4+3+2+1
Grok 4.6 lands on OpenRouter
MODEL// 4h ago

Grok 4.6 lands on OpenRouter

xAI’s latest frontier model is now available through OpenRouter, promising stronger performance than Grok 4.5 and leading results on GDPval-AA V2. It retains the $2-per-million input and $6-per-million output pricing.

grok-4.6llmreasoningbenchmarkinferenceapi+6+5+4+3+2+1
Qlik Tells Banks: Govern AI Data
NEWS// 4h ago

Qlik Tells Banks: Govern AI Data

Qlik argues that banks need governed, traceable, high-quality data foundations before scaling AI across fraud detection, compliance, lending, and customer operations. Strong ownership, lineage, monitoring, and human oversight matter as much as model performance.

qlik-talend-clouddata-toolsobservabilitysecurityregulationmlops+6+5+4+3+2+1
Amp Reframes Software Around Cheaper Bug Fixes
NEWS// 4h ago

Amp Reframes Software Around Cheaper Bug Fixes

Amp argues that AI coding has dramatically lowered the cost of fixing bugs, forcing developers to rethink how they design, test, and maintain software. The post challenges teams to build workflows around faster iteration and more aggressive automated repair.

ampai-codingcoding-agentdebuggingtestingdevtool+6+5+4+3+2+1
Runway Agent connects Figma, Dropbox, Notion
UPDATE// 5h ago

Runway Agent connects Figma, Dropbox, Notion

Runway Agent now connects to Figma, Dropbox, and Notion, letting creators pull designs, files, and documentation directly into AI-powered video workflows. The connectors are available on all paid plans.

runway-agentagenttool-usemultimodalautomationcloud+6+5+4+3+2+1
PowerToys Preview Adds Phi Silica, More AI Controls
UPDATE// 6h ago

PowerToys Preview Adds Phi Silica, More AI Controls

Microsoft’s PowerToys v0.101.2211.0 preview adds an on-device Phi Silica provider to Advanced Paste, alongside per-action prompts, provider selection, and custom actions. The build also improves Command Palette, Mouse Jump, settings, window management, and preview-release controls.

powertoysllmedge-ailocal-firstdevtoolopen-source+6+5+4+3+2+1
Tailscale Traces Outage to SQLite WAL Bug
INFRA// 4h ago

Tailscale Traces Outage to SQLite WAL Bug

Tailscale traced control-plane database corruption and outages to a rare race condition in SQLite’s write-ahead logging system. The bug existed since 2010 and was fixed in SQLite 3.51.3.

sqlitetailscaledata-toolsdebugginginfrastructureopen-source+6+5+4+3+2+1
OpenAI Slows Astra Over Cyber Risks
NEWS// 6h ago

OpenAI Slows Astra Over Cyber Risks

OpenAI is delaying Astra after internal testing indicated it may possess “critical” cybersecurity capabilities. The company is expanding safety evaluations and tightening security controls before release.

openai-astrallmagentcoding-agentsecuritysafety+6+5+4+3+2+1
OpenAI’s Doug Signals Bigger Frontier Training
NEWS// 6h ago

OpenAI’s Doug Signals Bigger Frontier Training

OpenAI’s rumored “Doug” model is reportedly the company’s largest pre-training effort yet, potentially arriving before the end of 2026. The project remains unconfirmed, while recent cybersecurity incidents highlight the stakes of testing increasingly capable systems.

openai-dougllmtrainingsecurityevaluation+5+4+3+2+1
GPT-5.6-Cyber unlocks advanced security research
MODEL// 6h ago

GPT-5.6-Cyber unlocks advanced security research

OpenAI introduced GPT-5.6-Cyber, a cybersecurity-specific model available to vetted defenders through Daybreak Red. It targets authorized vulnerability discovery, exploit validation, and security testing with fewer refusals for high-risk workflows.

gpt-5.6-cyberllmsecuritysafetyagentevaluation+6+5+4+3+2+1
Zed advances AI-native collaborative coding
VIDEO// 6h ago

Zed advances AI-native collaborative coding

Zed is an open-source, Rust-powered code editor designed for high-performance collaboration between developers and AI agents. The Syntax interview explores its agentic workflow, GPU-native architecture, and vision for programming’s future.

devtoolideopen-sourceagent+4+3+2+1
Zed’s GPUI Reimagines Rust UI
VIDEO// 6h ago

Zed’s GPUI Reimagines Rust UI

GPUI is Zed’s open-source, GPU-accelerated UI framework for Rust, combining immediate- and retained-mode design with declarative views. It targets responsive native applications without relying on browser runtimes.

gpuiframeworkgpuopen-sourcedevtoollocal-first+6+5+4+3+2+1
Meta AI Glasses Face German Criminal Complaint
POLICY// 4h ago

Meta AI Glasses Face German Criminal Complaint

German digital-rights group HateAid has filed a criminal complaint against Meta and other companies over Ray-Ban Meta glasses, arguing their cameras enable covert recording and violate German privacy laws. The complaint targets the devices’ design and data practices, not merely individual misuse.

ray-ban-metamultimodalvisionprivacyregulationethics+6+5+4+3+2+1
shadcn/ui Chatbot Template types tools
OPEN SOURCE// 6h ago

shadcn/ui Chatbot Template types tools

Chatbot Template is a minimal Next.js starter for streaming AI chat with Markdown, web search, tool calling, and human-in-the-loop questionnaires. Its end-to-end type inference connects tool definitions to rendered UI parts, making custom integrations safer to extend.

chatbot-templateframeworkstreamingtool-usechatbotopen-source+6+5+4+3+2+1
Git Knife brings bulk Git history editing
OPEN SOURCE// 6h ago

Git Knife brings bulk Git history editing

Git Knife is an open-source desktop GUI for editing commit messages, authors, emails, and dates in bulk. It rebuilds commits with their original trees, preserving file contents while providing backups and previewable changes.

git-knifedevtoolopen-sourcelocal-firstautomation+5+4+3+2+1
Known Agents Flags AI Bot Spoofing Campaign
SECURITY// 4h ago

Known Agents Flags AI Bot Spoofing Campaign

Known Agents reports a widespread campaign impersonating AI bots such as ClaudeBot to scan websites for exposed credentials, configuration files, and AI coding-tool paths. The activity highlights why user-agent strings alone are inadequate for bot identity verification.

known-agentssecurityagentobservabilityai-codingweb-agent+6+5+4+3+2+1
Chad Arimura Builds Six-Agent Team
TUTORIAL// 4h ago

Chad Arimura Builds Six-Agent Team

Chad Arimura documents a six-agent operating system for running multiple products and a nonprofit, assigning separate agents to administration, operations, development, marketing, research, and infrastructure. The setup combines Hermes agents, Buzz, Mnemosyne memory, Obsidian, MCP servers, and a modest DigitalOcean VPS.

six-agent-setupagentagent-memorymcpautomationself-hostedai-coding+7+6+5+4+3+2+1
Netlify AI Gateway Adds OpenRouter
INFRA// 6h ago

Netlify AI Gateway Adds OpenRouter

Netlify AI Gateway and Agent Runners now support OpenRouter, giving developers access to hundreds of models—including DeepSeek, Qwen, GLM, and Kimi—without separate provider keys or billing accounts.

netlify-ai-gatewayinferenceapiagentdevtoolcloudhosted-service+7+6+5+4+3+2+1
NVIDIA Eyes Trillion-Parameter Nemotron 4
MODEL// 6h ago

NVIDIA Eyes Trillion-Parameter Nemotron 4

NVIDIA is reportedly developing Nemotron 4, an open model family aimed at challenging leading Chinese open-weight models. The largest variant could exceed one trillion parameters, though NVIDIA has not announced release timing or specifications.

nvidia-nemotron-4llmopen-weightstraininggpuinference+6+5+4+3+2+1
CodeRabbit Secures $143M Series C
FUNDING// 7h ago

CodeRabbit Secures $143M Series C

CodeRabbit says it raised $143 million in Series C funding at a $1.5 billion valuation. The AI code-review company is expanding toward “Agentic Change Management,” helping teams govern and verify AI-generated software changes.

coderabbitfundingai-codingcode-reviewcoding-agentagentdevtool+7+6+5+4+3+2+1
xAI launches Grok Bot agents
LAUNCH// 6h ago

xAI launches Grok Bot agents

xAI launched Grok Bot in early beta as an AI teammate that signs into users’ tools, works across apps, inboxes, and cloud computers, then returns with completed tasks. Access is currently limited to select SuperGrok and Cursor subscribers on desktop and iOS.

grok-botagenttool-usecomputer-useautomationhosted-service+6+5+4+3+2+1
Superconductor’s Arjun Singh outlines agentic teams
TUTORIAL// 6h ago

Superconductor’s Arjun Singh outlines agentic teams

At AI Engineer World’s Fair, Superconductor cofounder Arjun Singh shared lessons from a year of running software development through coding agents, including model-agnostic workflows, shared sessions, and isolated cloud sandboxes. His team reports that roughly 99.9% of its code is now agent-generated.

superconductorcoding-agentagentai-codingmcpdevtoolcloud+7+6+5+4+3+2+1
NVIDIA Switchyard opens LLM routing
OPEN SOURCE// 8h ago

NVIDIA Switchyard opens LLM routing

NVIDIA NeMo’s Switchyard is an open-source Rust proxy and library that routes LLM traffic across providers while translating OpenAI and Anthropic APIs. It supports coding agents, A/B testing, operational metrics, and customizable routing algorithms.

switchyardllminferencedevtoolopen-sourceai-codingapi+7+6+5+4+3+2+1
PPT Master makes PowerPoint decks natively editable
OPEN SOURCE// 8h ago

PPT Master makes PowerPoint decks natively editable

PPT Master turns PDFs, DOCX files, URLs, or Markdown into editable PowerPoint decks built from native shapes, text boxes, charts, animations, and speaker-note narration. The open-source workflow runs through AI coding environments and supports custom .pptx templates.

ppt-masteropen-sourcedevtoolautomationstructured-outputmultimodal+6+5+4+3+2+1
DoorDash Runs 130K Agent Tasks in Modal
INFRA// 6h ago

DoorDash Runs 130K Agent Tasks in Modal

DoorDash reportedly ran 130,000 agent tasks in a month using locked-down Modal Sandboxes, giving its production agents isolated execution environments without granting direct access to core systems. The deployment shows secure runtime infrastructure becoming a prerequisite for serious agent adoption.

modalagenttool-useguardrailssecurityclouddevtool+7+6+5+4+3+2+1
Interior.dev Teases Pro Animation Components
UPDATE// 8h ago

Interior.dev Teases Pro Animation Components

interior.dev is an open-source React toolkit for polished micro-interactions, offering copy-in components built around headless hooks and Motion. Its upcoming Pro tier appears aimed at developers who want a deeper library of production-ready animations.

interior-devdevtoolframeworkopen-sourcelocal-first+5+4+3+2+1
Claude OSS Users Eye Fable Extension
NEWS// 8h ago

Claude OSS Users Eye Fable Extension

An open-source maintainer says Claude Fable 5 powered much of the UI work in their projects under Anthropic’s six-month Claude Max 20x benefit. They are now questioning whether the program will be extended beyond its stated term.

claude-for-open-sourcefable-5open-sourcellmai-codingcoding-agentpricing+7+6+5+4+3+2+1
Qwen3.8-Max Tops B.AI Usage Charts
BENCHMARK// 6h ago

Qwen3.8-Max Tops B.AI Usage Charts

Alibaba’s Qwen3.8-Max-Preview has reportedly become the most-used model on B.AI, turning claimed frontier performance into a real-world adoption signal. The 2.4-trillion-parameter multimodal model is available through Alibaba’s Token Plan, Qoder, and QoderWork.

qwen3.8-maxllmmultimodalreasoninginferencehosted-service+6+5+4+3+2+1
Google DeepMind Names Kavukcuoglu AI Chief
NEWS// 6h ago

Google DeepMind Names Kavukcuoglu AI Chief

Koray Kavukcuoglu is now senior vice president of Google DeepMind, reporting directly to Sundar Pichai and overseeing Gemini development, frontier research, and AI product integration. The reshuffle comes as Google faces mounting pressure from OpenAI and Anthropic.

google-deepmindgeminillmtrainingresearchinfrastructure+6+5+4+3+2+1
Woxi Brings Wolfram Language To Rust
OPEN SOURCE// 8h ago

Woxi Brings Wolfram Language To Rust

Woxi is an open-source Rust interpreter for the Wolfram Language, offering Mathematica-style computation through a GUI, CLI, Jupyter kernel, Python package, npm package, and WebAssembly. Its millisecond startup and embeddability target scripting and application-embedded use cases beyond Mathematica’s traditional desktop workflow.

woxiopen-sourceframeworkclisdkdevtoollocal-first+7+6+5+4+3+2+1
OpenAI Brings Premium Seats to Business
UPDATE// 7h ago

OpenAI Brings Premium Seats to Business

OpenAI is adding Premium seats to ChatGPT Business for $125 per user monthly, or $100 annually, with 5x the usage and no five-hour limit. Teams can mix Premium and Standard seats in one workspace.

chatgpt-businesspricingcloudhosted-serviceai-codingcoding-agent+6+5+4+3+2+1
TrueNorth Bets on Agentic Trading
NEWS// 6h ago

TrueNorth Bets on Agentic Trading

TrueNorth frames crypto trading’s next phase around autonomous agents that scan markets, analyze data, and manage portfolios—not simply smarter standalone models. Its platform combines real-time market feeds, structured trade outputs, workflow memory, and agent deployment.

truenorthagenttool-usecontext-engineeringautomationcloud+6+5+4+3+2+1
Pragmatik Labs targets embodied AI
FUNDING// 6h ago

Pragmatik Labs targets embodied AI

Former Alibaba Qwen technical lead Justin Lin has launched Pragmatik Labs in Shanghai to build agents for the physical world. The lab is reportedly backed by HongShan, Gaorong Capital, Tencent and other investors.

pragmatik-labsagentroboticsllmreasoningfunding+6+5+4+3+2+1
NVIDIA Switchyard routes AI work cheaper
OPEN SOURCE// 6h ago

NVIDIA Switchyard routes AI work cheaper

NVIDIA’s open-source Switchyard proxy routes requests across models and providers, translating APIs and escalating tasks when needed. Its own tests reportedly cut task costs to roughly one-third of sending everything to a frontier model.

switchyardinferencellmopen-sourceapidevtoolself-hosted+7+6+5+4+3+2+1
OpenChoreo Shows Agentic IDP on GKE
TUTORIAL// 6h ago

OpenChoreo Shows Agentic IDP on GKE

This tutorial walks through deploying OpenChoreo on GKE Standard and wiring automated SRE diagnostics into an agent-ready internal developer platform. Its SRE agent analyzes logs, metrics, and traces to produce root-cause reports and propose remediation.

openchoreoopen-sourcecloudagentobservabilitymcpautomation+7+6+5+4+3+2+1
SGLang Diffusion Moves Beyond torch.compile
BENCHMARK// 7h ago

SGLang Diffusion Moves Beyond torch.compile

After testing 35 diffusion presets on H100 and H200 GPUs, SGLang Diffusion found eager execution generally matches or outperforms torch.compile. The project is shifting toward custom kernels, caching, and agent-assisted optimization.

sglang-diffusioninferencegpubenchmarkopen-sourceframework+6+5+4+3+2+1
Codex Team Seeks Developers’ Switch Stories
NEWS// 7h ago

Codex Team Seeks Developers’ Switch Stories

OpenAI’s Codex team is asking developers why they switched, what they value, and what still needs work. The post’s 5,742 replies show unusually strong demand for a direct feedback loop.

codexcoding-agentai-codingagentdevtoolcli+6+5+4+3+2+1
Linforge turns Anki vocabulary into conversation
LAUNCH// 7h ago

Linforge turns Anki vocabulary into conversation

Linforge is an AI English-speaking partner for iPhone and iPad that turns Anki decks into live voice conversations, read-aloud practice, and personalized exercises. It provides instant phoneme-level pronunciation scoring, grammar corrections, natural phrasing suggestions, and progress tracking.

linforgespeechsttchatbothosted-service+5+4+3+2+1
Lettertrace Makes AI Visibility Developer-Friendly
OPEN SOURCE// 8h ago

Lettertrace Makes AI Visibility Developer-Friendly

Lettertrace tracks how often ChatGPT, Claude, and Gemini mention a company using your own API keys. Its free, open-source, developer-first approach makes AI visibility analytics more accessible while keeping infrastructure and model costs transparent.

lettertracellmevaluationobservabilityopen-sourceself-hosted+6+5+4+3+2+1
Ballet turns plain English into reliable automations
LAUNCH// 8h ago

Ballet turns plain English into reliable automations

Ballet lets operations teams describe multi-system workflows in plain English, then generates reviewable, version-controlled code to run them. Its focus is deterministic execution across proprietary systems, with agentic reasoning reserved for steps that need flexibility.

balletagentautomationtool-useno-codedevtool+6+5+4+3+2+1
Argos Makes Agent Work Visible
UPDATE// 8h ago

Argos Makes Agent Work Visible

Argos Media Sharing lets AI agents and CI upload screenshots or recordings from the terminal and attach stable, ready-to-paste links directly to GitHub pull requests. It turns visual proof into a native part of agent-driven code review.

argosagentcoding-agentdevtoolclici-cdtesting+7+6+5+4+3+2+1
Sidekick Reimagines Mac As Agentic Interface
LAUNCH// 8h ago

Sidekick Reimagines Mac As Agentic Interface

Sidekick positions itself as an agentic interface for Mac, extending AI assistance beyond individual apps into an organization-wide layer. Its pitch centers on making agents a persistent part of everyday computer workflows.

sidekickagentcomputer-useautomationcontext-engineeringproductivity+6+5+4+3+2+1
Click Gives AI Agents Live Research Context
LAUNCH// 8h ago

Click Gives AI Agents Live Research Context

Click is an MCP that connects ChatGPT and Claude to live context from LinkedIn, X, YouTube, financial filings, travel, maps, marketplaces, and other specialized sources. It aims to turn general-purpose assistants into research agents capable of producing evidence-rich briefs, plans, and prospect lists.

clickmcpragsearchtool-useagentdevtool+7+6+5+4+3+2+1
Swipe turns lead generation into card game
LAUNCH// 8h ago

Swipe turns lead generation into card game

Swipe lets users describe their ideal customer, review a ranked deck of real companies, keep promising prospects, skip weak fits, and export the shortlist to CSV. It requires no signup or credits and avoids scraping inboxes.

swipesearchagentautomationdata-toolssalesproductivity+7+6+5+4+3+2+1
BearDrive launches shared folder for AI agents
LAUNCH// 8h ago

BearDrive launches shared folder for AI agents

BearDrive is an open-source shared folder where AI agents and teammates read and write real files at familiar paths. It adds syncing, shareable links, authorship, version history, and restoration without forcing teams into another workspace.

beardriveopen-sourceself-hostedlocal-firstagentdevtool+6+5+4+3+2+1
Statewave Brings Provenance To Agent Memory
OPEN SOURCE// 7h ago

Statewave Brings Provenance To Agent Memory

Statewave is an open-source, Apache 2.0 memory runtime for production AI agents, combining structured context, provenance tracking, governance policies, and tamper-evident audit receipts. It runs locally or self-hosted on Postgres and integrates with MCP clients.

statewaveagent-memoryagentopen-sourceself-hostedcontext-engineeringdevtool+7+6+5+4+3+2+1
RayMish Frames Full Agentic SDLC
NEWS// 4h ago

RayMish Frames Full Agentic SDLC

RayMish’s Agentic SDLC model places AI agents across planning, requirements, architecture, coding, testing, security, deployment, and observability, with humans setting intent and governing execution. RayMish describes this broader approach as AI-native engineering acceleration.

agentic-sdlcraymishagentai-codingtestingci-cdobservability+7+6+5+4+3+2+1
OpenAI Codex Surpasses 10M Users, Teases Reset
UPDATE// 7h ago

OpenAI Codex Surpasses 10M Users, Teases Reset

OpenAI Codex has surpassed 10 million active users, prompting team lead Thibault Sottiaux to tease a long-awaited usage reset for tomorrow. The reset revives a milestone reward promise that went quiet after Codex crossed 10 million users.

codexai-codingcoding-agentagentdevtoolautomation+6+5+4+3+2+1
Hugging Face Transformers Tops 145,000 Stars
NEWS// 6h ago

Hugging Face Transformers Tops 145,000 Stars

Hugging Face’s open-source Transformers library has surpassed 145,000 GitHub stars, underscoring its role as foundational infrastructure for modern AI development. The framework supports models across text, vision, audio, video, and multimodal workloads.

transformersopen-sourceframeworkllminferencemultimodal+6+5+4+3+2+1
Homegames Adds Local AI Game Editing
UPDATE// 6h ago

Homegames Adds Local AI Game Editing

Homegames is integrating local AI features into its browser-based game studio, using Meta’s new Muse Glimmer model to rewrite games from plain-English prompts. The open-source platform commits each AI edit as a new version, preserving developer control and history.

homegamesopen-sourcelocal-firstedge-aiai-codingcode-generationdevtool+7+6+5+4+3+2+1
TUESDAY // 2026-08-11
5 items
AUG 11
OpenAI’s Secret New Model Makes Fable 5 Look Primitive
// WATCH
YouTube

OpenAI’s Secret New Model Makes Fable 5 Look Primitive

+2

AI Revolution

Claude Fable 5’s New Use Cases are CRAZY 👀(Build or Automate Anything 24/7)
// WATCH
YouTube

Claude Fable 5’s New Use Cases are CRAZY 👀(Build or Automate Anything 24/7)

+1

Rob The AI Guy

Skill Descriptions Are Tricky
// WATCH
YouTube

Skill Descriptions Are Tricky

Theo - t3․gg

AI Roasted Chats
// WATCH
YouTube

AI Roasted Chats

The PrimeTime

He Saved Us All
// WATCH
YouTube

He Saved Us All

The PrimeTime

SUNDAY // 2026-08-09
4 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

SATURDAY // 2026-08-08
1 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