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Project Monet Briefing

What’s changing before everyone starts talking about it.

Early updates on AI, creator tools, social platforms, websites and automation — researched early, verified carefully, and explained without the noise.

190 published briefings

What changed—and what it actually means.

01 · Automation

Frigade Assist API: Pricing, Features & How It Works

Frigade Assist API lets an existing AI agent call Frigade as a specialized product-knowledge tool instead of replacing the agent's model or orchestration.

Read briefing 02 · Automation

How to Add Frigade Assist API to an Existing AI Agent

The safest Frigade integration keeps the existing agent in control and gives Frigade a narrow, testable role for product-specific guidance.

Read briefing 03 · Social Media

X Original Content Rewards: Eligibility, Rules & How to Apply

X Original Content Rewards replaces Creator Revenue Sharing with a monetization program centered on original work and qualified Premium-user Home Timeline impressions.

Read briefing 04 · Social Media

How to Apply for X Original Content Rewards

Application access is rolling out through Creator Studio, but creators should verify country, Premium plan, follower and qualified-impression requirements first.

Read briefing 05 · Social Media

What Counts as Original Content and Qualified Impressions on X?

X applies two separate tests: whether a creator made genuinely original work and whether each impression satisfies the program's qualified-impression rules.

Read briefing 06 · AI

Meta Muse AI Agent: Features, Availability, Pricing & How It Works

Meta Muse is a US-first personal AI agent that can work across apps and the web, continue long-running tasks and request approval before sensitive actions.

Read briefing 07 · AI

How to Use Meta Muse on App, Web & WhatsApp

Start Muse with a bounded task, connect only the services it needs and use the approval and audit controls before increasing its autonomy.

Read briefing 08 · AI

Meta Muse Privacy & Safety: Secure VM, Sentinel & Data Controls

Muse combines a dedicated Secure VM, separate Sentinel enforcement, credential separation, approvals and auditability, but users should still grant access conservatively.

Read briefing 09 · AI

Tencent AuK: Open-Source Speech Model, AuK-Flash & Local Setup

Tencent AuK is a 1.5B open-source speech generation and editing family with a Base checkpoint and a four-step AuK-Flash variant.

Read briefing 10 · AI

How to Run Tencent AuK Locally: Install, AuK-Flash & Weights

Tencent documents a Python 3.10 local workflow with separate AuK, optional AuK-Flash and Qwen2.5-Omni-3B downloads.

Read briefing 11 · Creator Tools

Tencent AuK Speech Editing Guide: TTS, Enhancement & Separation

AuK exposes a wide range of speech-generation and editing jobs through one instruction interface, so the useful way to evaluate it is workflow by workflow.

Read briefing 12 · Creator Tools

Tencent AuK ComfyUI Guide: Install Nodes & Build Speech Workflows

Tencent ships an official ComfyUI integration with AuK Model Loader and Generate/Edit nodes, plus a reusable workflow.

Read briefing 13 · Automation

Airtop Agent Builder: Pricing, Features & How It Works

Airtop Agent Builder turns plain-language workflow descriptions into compiled cloud agents that can run repeatedly, behind logins, on schedules or triggers.

Read briefing 14 · Automation

How to Use Airtop Agent Builder: Build, Test & Deploy Agents

A practical workflow for describing, testing, deploying, scheduling and safely repairing an Airtop Agent Builder automation.

Read briefing 15 · Automation

Airtop Agent Builder Pricing & Credits: Plans, Limits and Costs

A practical breakdown of Airtop Agent Builder plans, deployed-agent limits, concurrent sessions, credits and the cost controls that matter before you scale.

Read briefing 16 · AI

Dial AI Agent Phone Numbers: API, Pricing, Features & Setup

Dial is an agent-oriented communications layer that gives software real phone numbers and exposes calls, SMS and selected messaging capabilities through REST, MCP, CLI and SDKs.

Read briefing 17 · AI

How to Use Dial with AI Agents: CLI, MCP & API Setup

A practical setup guide for connecting Dial to an AI agent through the CLI, MCP, REST or SDKs while preserving credential, spending and channel safeguards.

Read briefing 18 · Automation

Coder Agent Relay: Cursor Self-Hosted Execution Explained

Coder Agent Relay keeps Cursor's agent loop and inference in the cloud while moving tool execution into customer-controlled Coder workspaces.

Read briefing 19 · Creator Tools

Lyria 3.5: Gemini Music Generator, API, Pricing & Features

Google has expanded Lyria 3.5 into the Gemini app and Gemini API, making full-song music generation accessible to creators and developers through a broader set of Google products.

Read briefing 20 · AI

Lyria 3.5 API & Pricing Guide: Models, Costs and Setup

Google's current Lyria 3.5 API uses the lyria-3.5 model ID and charges $0.08 per full-song request, with text and image input support through the Gemini API.

Read briefing 21 · Creator Tools

How to Generate Music with Lyria 3.5 in Gemini

Lyria 3.5 is available globally in the Gemini app, with genre controls, vocal or instrumental styles, templates and short or longer track choices for creator workflows.

Read briefing 22 · AI

NeoMME: 260M/800M Multimodal Encoder for Visual RAG

NeoMME is H Company's compact multimodal-native encoder family for multilingual text and document images, with task-specific Retriever checkpoints for visual search and RAG.

Read briefing 23 · AI

How to Use NeoMME-Retriever for Visual Document RAG

Use NeoMME-Retriever to index page images, encode text queries, retrieve relevant documents and hand the selected evidence to a separate generative model.

Read briefing 24 · AI

VLM Run Gateway: Open-Weight Vision API, Models & Pricing

VLM Run Gateway is a vision-specific API for open-weight OCR, multimodal and classical computer-vision models, with OpenAI-compatible chat completions and MCP access.

Read briefing 25 · AI

How to Use VLM Run Gateway API for OCR and Visual Models

Use VLM Run Gateway by checking the live catalog, testing with the CLI, then connecting through its OpenAI-compatible API while validating modality and billing assumptions.

Read briefing 26 · AI

GitHub HydraFusion: Multi-Model Copilot, Setup & Benchmarks

Project HydraFusion is a GitHub Copilot CLI research preview that can route one coding request through Single, Cascade or Critique workflows across multiple models.

Read briefing 27 · AI

How to Use GitHub HydraFusion in Copilot CLI

Enable HydraFusion from Copilot CLI's experimental features, then test it on focused repository tasks while comparing quality, latency and usage against your normal model choice.

Read briefing 28 · SEO

MentionOS: Autonomous AEO Agent, Pricing & How It Works

MentionOS is a new AEO/GEO agent that monitors AI answers, interprets visibility changes, drafts content and can publish to an authorised brand blog under customer-controlled permissions.

Read briefing 29 · SEO

How to Use MentionOS: Audit, Monitoring & Autopilot

A practical MentionOS workflow starts with a baseline audit, keeps Review mode on, verifies proposed actions and only adds Autopilot after permissions and publishing quality are proven.

Read briefing 30 · AI

LLaDA-Image: Open Image Generator, Editing, Models & Setup

LLaDA-Image is inclusionAI’s newly released 6B-parameter image generation and editing family, with a 50-step Base model, a distilled 4-step Turbo model, BF16/FP8 checkpoints and Diffusers-based inference code.

Read briefing 31 · AI

How to Run LLaDA-Image Locally: Install, Base, Turbo & Editing

A practical setup guide for running LLaDA-Image Base or Turbo locally with the released Diffusers-based pipeline, including generation modes, editing, precision choices and hardware caveats.

Read briefing 32 · AI

World Labs Atlas: World Model, Features, Video & Early Access

World Labs introduced Atlas as an omni world model for spatial intelligence, combining native camera control, long-form visual generation, reconstruction, explicit 3D outputs and simulation in one system.

Read briefing 33 · AI

World Labs Atlas vs Marble: Model vs Product, Access & Use Cases

Atlas and Marble belong to the same World Labs ecosystem, but they occupy different layers: Atlas is the next-generation model while Marble is the generally available creator product.

Read briefing 34 · AI

K2 Horizon: Models, Benchmarks, Download & How to Run

K2 Horizon is IFM’s September 2026 family of six openly released models spanning edge devices to enterprise-scale inference, with unusually broad training artifacts and deployment support.

Read briefing 35 · AI

How to Run K2 Horizon Locally: GGUF, vLLM, SGLang & Hardware

K2 Horizon supports several local and self-hosted paths. Choose the model size first, then use Transformers for direct Python inference, vLLM or SGLang for serving, or GGUF where your runtime supports the architecture.

Read briefing 36 · AI

Which K2 Horizon Model Should You Use? 0.9B to 375B

K2 Horizon spans six model sizes from a 0.9B edge model to a 375B-A23B enterprise flagship. The right choice depends on deployment constraints, architecture, latency, context and quality needs—not parameter count alone.

Read briefing 37 · SEO

Rankly: SEO, AEO & GEO Website Auditor Explained

Rankly is Nyxen’s website visibility auditor for traditional search, answer-engine readiness and generative discoverability, using deterministic checks against public website signals.

Read briefing 38 · SEO

How to Use Rankly: Run and Interpret an SEO, AEO & GEO Audit

Use Rankly as a structured evidence and triage system: audit the right production URL, inspect the findings behind each score, fix verified problems in priority order and measure real outcomes elsewhere.

Read briefing 39 · Automation

TrackMCP: MCP Server Analytics, Pricing & How It Works

TrackMCP instruments MCP servers at the server boundary so teams can analyze clients, tools, sessions, reliability and workflow outcomes without treating ordinary request logs as the whole product picture.

Read briefing 40 · Automation

How to Use TrackMCP: Instrument an MCP Server and Read the Analytics

Add TrackMCP at the MCP server boundary, verify one known tool call before trusting the dashboard, redact sensitive fields locally and validate outcome analytics against authoritative application evidence.

Read briefing 41 · AI

MiniMax H3 Max: API, Pricing, Features & Reference Video

H3 Max is fal Research's speed-optimized post-training of MiniMax H3, with 5–15 second 480p/768p video, synchronized audio and live text, image and reference-to-video routes.

Read briefing 42 · AI

MiniMax H3 Max API & Pricing: Endpoints, Costs and Setup

Use fal's separate H3 Max text, image and reference routes with server-side API keys, queue-aware job handling and current standard pricing of $0.05/s at 480p or $0.08/s at 768p.

Read briefing 43 · AI

H3 Max vs MiniMax H3: Speed, Quality, Resolution and Use Cases

H3 Max is fal's speed-optimized derivative for rapid 480p/768p iteration; standard MiniMax H3 keeps the broader 2K/4K and multimodal editing capability surface.

Read briefing 44 · AI

Secretar.AI Unified Context: What It Is, Launch & How It Works

Unified Context is Secretar.AI's entity-centered context-unification technology and proposed standard, with the first Secretar.AI implementation scheduled for September 8, 2026.

Read briefing 45 · Automation

Tadata: Slack AI Employee, Pricing, Features & How It Works

Tadata is a Slack-native AI employee that connects to business tools, prepares work for review and is designed to automate recurring operational tasks without becoming another standalone dashboard.

Read briefing 46 · Automation

How to Use Tadata: Slack Setup, Connectors & First Workflow

Use Tadata safely by starting with one narrow Slack workflow, connecting only the data sources it needs, keeping approval in the loop and measuring accuracy and credit use before expanding access.

Read briefing 47 · AI

Open Yap 1K: 1,000-Hour Full-Duplex Speech Dataset Explained

Open Yap 1K is a newly released 1,000-hour English conversational speech corpus built around separate synchronized speaker channels, natural overlap and real turn-taking behavior.

Read briefing 48 · AI

How to Access Open Yap 1K: Download, License & Commercial Use

Open Yap 1K has two access paths: a public 8.9-hour Hugging Face sample under CC BY 4.0 and a request-gated 1,000-hour corpus under a separate Data Use Agreement.

Read briefing 49 · AI

VDN-H3 / Video DeltaNet: Download, Speed, License & How to Run

VDN-H3 is an OpenVDN derivative of MiniMax H3 that combines local softmax attention with frame-wise linear Video Delta Attention to reduce long-range video-attention cost.

Read briefing 50 · AI

How to Run VDN-H3 Locally: Install, Weights, GPUs & 8-Step Setup

The official VDN-H3 stack supports single-GPU inference and dedicated eight-GPU H200/B200 paths, but its fastest published numbers come from datacenter hardware.

Read briefing 51 · AI

VDN-H3 License & Commercial Use: Code, Weights and Territory Explained

VDN-H3 combines Apache-2.0 training and inference code with derivative model weights governed by the separate MiniMax H3 Community License Agreement.

Read briefing 52 · Creator Tools

VDN-H3 ComfyUI Guide: Install the Video DeltaNet Node & Checkpoints

Saganaki22's community ComfyUI port adapts the released VDN-H3 checkpoints for visual workflows without claiming parity with OpenVDN's eight-B200 benchmark stack.

Read briefing 53 · AI

Sembly 3.0: Agentic AI for Branded Decks, Proposals & Reports

Sembly 3.0 moves the product beyond meeting notes into agentic production of branded, editable client deliverables grounded in reusable client context.

Read briefing 54 · AI

How to Use Sembly 3.0: Create a Branded Deck or Proposal

Use Sembly 3.0 as a controlled production workflow: organize client context, verify the brand package, choose authoritative sources, steer the build and approve an editable output.

Read briefing 55 · AI

MiniCPM5-2B: GGUF, Local Setup, Benchmarks & 131K Context

MiniCPM5-2B is OpenBMB’s compact 2.5B-parameter model for local assistants, coding agents and tool-use workflows, with a native 131,072-token context window and first-party local formats.

Read briefing 56 · AI

How to Run MiniCPM5-2B Locally with GGUF, Ollama, LM Studio & MLX

Use OpenBMB’s first-party GGUF for the broad desktop/local path or its 4-bit MLX release on Apple Silicon, then validate memory and context on your own hardware.

Read briefing 57 · Automation

Databox Routines: AI Reporting Automation, Features & How It Works

Databox Routines turns reusable analytics Skills into scheduled work that can run daily, weekly, monthly or on a custom cadence and deliver results through email, Slack or Databox.

Read briefing 58 · Marketing

WondrAgents: AI Influencer Marketing Agents, Features & How It Works

WondrAgents is Wondrlab's agentic operating system for influencer marketing, coordinating seven specialized agents across campaign briefing, creator discovery, outreach, negotiation, contracting, content evaluation and ROI reporting.

Read briefing 59 · AI

Yoroll H3 Superfast: Speed, YoLive, Features & Availability

Yoroll H3 Superfast is a post-trained MiniMax H3 derivative built for faster-than-playback video generation and used in the public YoLive interactive storytelling product.

Read briefing 60 · Creator Tools

How to Use YoLive: Direct and Vote on Real-Time AI Stories

YoLive is Yoroll's public interactive storytelling product, where viewers can watch a shared AI-generated story, submit directions and vote on what should happen next.

Read briefing 61 · Web

Fimo: Autonomous Websites, AI CMS, Agents & Pricing

Fimo is an autonomous website platform from the team behind Strapi that adds visual editing, reviewable agents, previews and managed deployment around a real codebase.

Read briefing 62 · Web

How to Use Fimo with Claude Code, Codex or Cursor

A safe Fimo setup keeps your existing repository, creates a preview first, tests visual editing and only then adds narrow, reviewable agents.

Read briefing 63 · AI

MiniCPM5-2B API Guide: vLLM, SGLang & Tool Calling

MiniCPM5-2B can be self-hosted behind OpenAI-compatible endpoints with vLLM or SGLang, while OpenBMB currently recommends SGLang for tool calling.

Read briefing 64 · SEO

Fimo SEO Agents Guide: Automate Audits Without Auto-Publishing

Fimo's useful SEO automation model is review-first: recurring agents inspect or propose changes in isolated branches, while a person decides what reaches production.

Read briefing 65 · AI

Gupshup Voice AI: Pricing, Features & How It Works

A practical guide to Gupshup's self-serve Voice AI Platform, including channels, model flexibility, testing, observability and the confirmed launch pricing.

Read briefing 66 · AI

Gupshup Voice AI Pricing & Cost: What the $0.035/Min Rate Means

What Gupshup's $0.035-per-minute starting rate and 100 test minutes mean, plus the cost factors to verify before scaling a voice-agent deployment.

Read briefing 67 · AI

How to Build a Gupshup Voice AI Agent

A practical, evidence-based setup workflow for creating a Gupshup Voice AI agent, from prompt and knowledge through testing, deployment and post-call review.

Read briefing 68 · AI

Muse Spark 1.3: API, Pricing, Benchmarks & Features

Muse Spark 1.3 is Meta’s September 2026 update for longer-running coding and agent workflows, available through Muse Code, Meta Model API and third-party gateways.

Read briefing 69 · AI

Muse Spark 1.3 API & Pricing Guide

A practical guide to Muse Spark 1.3 model IDs, Vercel standard and contributor pricing, context limits, data-use tradeoffs and agent cost controls.

Read briefing 70 · AI

Muse Spark 1.3 vs Claude Fable 5.1: Which Fits Your Workflow?

Muse Spark 1.3 brings unusually low gateway pricing to coding and agent workflows, while Claude Fable 5.1 targets Anthropic's hardest long-running coding and knowledge work. The better choice depends on the task, tool stack and total cost per successful outcome.

Read briefing 71 · AI

GPT-6 Astra: API, Pricing, Features & Availability

GPT-6 Astra is OpenAI's September 2026 frontier model for complex reasoning, coding, computer use, research and long-running tool workflows.

Read briefing 72 · AI

GPT-6 Astra API & Pricing Guide

A practical guide to the GPT-6 Astra model ID, token pricing, long-context surcharge, reasoning controls, agent features and cost management.

Read briefing 73 · AI

How to Access and Use GPT-6 Astra

A current access guide for GPT-6 Astra across ChatGPT, managed workspaces, ChatGPT Work, Codex and the OpenAI API during its staged rollout.

Read briefing 74 · AI

GPT-6 Astra vs GPT-5.6 Sol: Which Should You Use?

A current comparison of Astra and Sol on price, context, computer use, agent controls and the economics of routing difficult work to a frontier model.

Read briefing 75 · Marketing

Alchemer Iris: Features, Availability & AI Customer Feedback

Alchemer Iris is a newly announced AI-native customer feedback and intelligence platform combining surveys, reviews, reputation workflows, cross-channel analysis and operational automation.

Read briefing 76 · AI

Gemini 3.8 Flash: API, Pricing, Benchmarks & Features

Google released Gemini 3.8 Flash as a GA model for long-horizon coding, agents and complex workflows, with 1M context and introductory pricing through 2026.

Read briefing 77 · AI

Gemini 3.8 Flash API & Pricing Guide

A production-focused guide to the gemini-3.8-flash model ID, pricing, 1M context, thinking levels, Batch, Flex, Priority inference and deployment checks.

Read briefing 78 · AI

Gemini 3.8 Flash vs 3.7 Flash: What Changed & Should You Migrate?

Google positions Gemini 3.8 Flash as a stronger coding and agent model than 3.7 Flash at the same introductory token price, but migration still needs workload testing.

Read briefing 79 · Automation

Monid: Pricing, MCP, API & Agent Tools Explained

Monid gives AI agents one access and payment layer for discovering, inspecting and running third-party tools with price information available before execution.

Read briefing 80 · Automation

How to Use Monid with Claude, ChatGPT & Cursor

A practical setup guide for connecting Monid through MCP, Agent Skill, CLI or API and adding budgets, logging and approvals before production use.

Read briefing 81 · Marketing

Monid for Marketing Agents: Lead Gen, Social Research & Creator Workflows

Practical Monid patterns for prospecting, social research, review monitoring and creator automation, with vendor claims and dynamic endpoint costs kept clearly attributed.

Read briefing 82 · AI

VibeVoice-ASR-Streaming: Models, Setup, Features & Local Use

Microsoft's new open streaming ASR model transcribes who said what while audio arrives, with hotwords, ten languages and local deployment paths.

Read briefing 83 · AI

How to Run VibeVoice-ASR-Streaming Locally

A source-checked local setup guide covering Microsoft's NVIDIA container workflow, FFmpeg, FastAPI/WebSocket demo, direct file inference and hotwords.

Read briefing 84 · AI

Hugging Face WebGPU Kernels: Local Browser AI Explained

Hugging Face's new WebGPU kernel layer packages optimized browser GPU operations as versioned Hub artifacts, with a JavaScript loader and Fleet testing across real hardware.

Read briefing 85 · AI

How to Use @huggingface/kernels for WebGPU AI in JavaScript

A source-checked implementation guide to the current preview package, WebGPU capability checks, getKernel, typed tensors, kernel cards, benchmarking and fallbacks.

Read briefing 86 · AI

Hugging Face Funes: Local Memory for Claude Code & Codex

Funes is an Apache-2.0 local-first memory layer that indexes prior coding-agent sessions and makes their original evidence searchable across Claude Code, Codex, pi and Hermes.

Read briefing 87 · AI

How to Install and Use Funes with Claude Code & Codex

A practical guide to installing Funes, connecting Claude Code or Codex, indexing old sessions, recalling prior evidence and sharing memory safely.

Read briefing 88 · AI

SolarWM: Open Video World Model, Weights, Setup & Features

SolarWM is an open research framework for camera-conditioned long-horizon video generation, with a shared data engine, training stack and model family spanning Wan2.2, LTX-2.5 and MiniMax-H3 backbones.

Read briefing 89 · AI

How to Run SolarWM Locally: Install, Weights & Inference

A source-checked local workflow for SolarWM using the official repository, backend-specific environments, released 5B checkpoints, configuration resolution and short inference tests.

Read briefing 90 · Creator Tools

CleanShot 5.0 vs Screen Studio: Which Mac Screen Recorder Fits Your Workflow?

CleanShot 5.0 adds serious video polish to a broad capture toolkit, while Screen Studio remains a recording-first workflow. Here is how the documented features and pricing compare.

Read briefing 91 · Creator Tools

CleanShot 5.0: Studio Mode, Smart Zooms, Pricing & Features

CleanShot 5.0 expands the Mac capture utility with Studio Mode, Smart Zooms, trimming, cursor cleanup, motion blur and recording backgrounds.

Read briefing 92 · Creator Tools

How to Use CleanShot Studio Mode: Smart Zooms, Editing & Export

A practical Studio Mode workflow for recording, trimming, zooming, cleaning cursor movement, styling the canvas and exporting a polished screen recording.

Read briefing 93 · Marketing

Optimizely Marketing AI Models & Mark-Bench: What We Know

Optimizely has announced a family of post-trained AI models for marketing plus Mark-Bench, a marketing-specific benchmark. Here is what is confirmed, what the company claims, and what is still unknown.

Read briefing 94 · Creator Tools

ASUS ProArt RTX Spark: P16, P14 & GR1X Specs, AI Features and Availability

ASUS's RTX Spark ProArt lineup pairs up to 128GB unified memory with creator-focused laptops and a compact always-on mini PC for local AI workflows.

Read briefing 95 · AI

Claude Fable 5.1 API & Pricing Guide

A practical Claude Fable 5.1 API guide covering the model ID, context and output limits, prompt-cache economics, migration checks and retention constraints.

Read briefing 96 · Creator Tools

Google Pics: Features, Availability, Plans & How It Works

Google Pics is rolling out as an AI-native Workspace app for generating, refining and collaboratively editing images with object-level controls.

Read briefing 97 · Creator Tools

How to Use Google Pics: Generate, Edit and Refine Images

A practical workflow for generating, selecting and refining images in Google Pics, then using them inside Workspace apps.

Read briefing 98 · AI

Gemini Agentic Video Understanding: API, Pricing & How It Works

Gemini can now dynamically inspect only the parts of a video needed for a task, instead of relying solely on a fixed one-frame-per-second pass.

Read briefing 99 · AI

How to Use Gemini Agentic Video Understanding API

A practical implementation guide for enabling per-video agentic processing with Gemini's Interactions API.

Read briefing 100 · AI

Claude Fable 5.1: Pricing, API, Benchmarks & What Changed

Claude Fable 5.1 is Anthropic’s latest Fable model for demanding reasoning and long-horizon agentic work, with cheaper cache reads and documented migration changes.

Read briefing 101 · AI

Claude Fable 5.1 vs Fable 5: What Changed & Should You Upgrade?

A practical Fable 5.1 versus Fable 5 migration comparison covering unchanged base pricing, cheaper cache reads and breaking agent/API behavior.

Read briefing 102 · AI

Mercury 2.5 Preview: API, Pricing, Speed & Features

Mercury 2.5 Preview is Inception’s newest diffusion reasoning model, with hosted OpenRouter access, a large context window, tool use and structured output.

Read briefing 103 · AI

Mercury 2.5 API & Pricing: How to Use It on OpenRouter

A practical Mercury 2.5 Preview implementation guide covering the OpenRouter slug, API endpoint, OpenAI SDK compatibility, current pricing and production caveats.

Read briefing 104 · Marketing

Google Ads AI Max Migration: September 2026 Changes Explained

Google is progressively moving campaign-level Broad Match and standalone ACA Search campaigns into AI Max during September 2026, with different default feature mappings for each legacy setup.

Read briefing 105 · Marketing

Google Ads AI Max Migration Checklist: What to Audit Before & After the Upgrade

A campaign-level checklist for documenting the legacy setup, preserving a performance baseline, verifying AI Max defaults and auditing post-migration behavior.

Read briefing 106 · Marketing

AI Max Broad Match vs ACA: Settings After Google’s Migration

Google’s September 2026 migration maps campaign-level Broad Match and standalone ACA into different AI Max feature states, so the label alone does not tell you which capabilities are active.

Read briefing 107 · Automation

Flowise Is Shutting Down: EOL, What Still Works & What to Do

Flowise's upstream project reached end of life, but existing deployments do not magically stop. The real change is maintenance ownership.

Read briefing 108 · Automation

How to Migrate From Flowise After End of Life

A Flowise migration should preserve behavior, permissions and failure handling—not just redraw the same boxes on a new canvas.

Read briefing 109 · Automation

Best Flowise Alternatives After the 2026 Shutdown

The right Flowise replacement depends on what your workflows actually do. Langflow, n8n and Dify sit at different centers of gravity.

Read briefing 110 · Automation

BrowserSkill: Tencent's Logged-In Browser Tool for AI Agents

Tencent's BrowserSkill bridges shell-capable AI agents into a real logged-in Chromium profile through a local CLI, daemon and extension.

Read briefing 111 · Automation

How to Install BrowserSkill with Claude Code, Codex or Cursor

BrowserSkill setup has three pieces: the bsk CLI and daemon, the Chromium extension, and the skill installed into your agent harness.

Read briefing 112 · Marketing

Marketing Skills for AI Agents: Claude Code, Codex & Cursor Guide

Marketing Skills packages repeatable SEO, CRO, copy, analytics, paid and GTM workflows into inspectable Agent Skills.

Read briefing 113 · Marketing

Marketing Skills v2 Migration Guide: Rename Old Skills Safely

Marketing Skills v2 changes names and paths, so reinstalling without cleanup can leave legacy folders beside the new canonical skills.

Read briefing 114 · Marketing

How to Install Marketing Skills for Claude Code, Codex & Cursor

The current repository recommends the Skills CLI for cross-agent installation and documents a Claude Code-specific target for non-interactive installs.

Read briefing 115 · Marketing

ChatGPT Ads: Ads Manager, Pricing, Countries & How It Works

ChatGPT Ads now has a beta self-service Ads Manager, but access is country-specific and the live availability table is the operational source of truth.

Read briefing 116 · Marketing

How to Advertise on ChatGPT: Ads Manager Campaign Setup

Start by checking self-service country availability; account creation and market activation are separate in OpenAI Ads Manager.

Read briefing 117 · Marketing

ChatGPT Ads Pricing: CPC, CPM, oCPC & Bidding Explained

There is no universal ChatGPT Ads price. OpenAI currently supports CPM, CPC and oCPC objectives with advertiser-set maximum bids.

Read briefing 118 · Social Media

Instagram AI-Generated Profile Label: New Reach Rules Explained

Instagram is distinguishing synthetic-person profiles from real creators who merely use AI tools in their production workflow.

Read briefing 119 · Social Media

How to Add Instagram’s AI-Generated Profile Label and Appeal Reach Limits

The profile label is for accounts whose recurring person or identity is synthetic—not a generic badge for every creator using AI tools.

Read briefing 120 · Marketing

Optimizely Virtual Teammates: Features, Roles & How They Work

Optimizely Virtual Teammates are persistent role-specific workers in Opal with their own identity, memory, permissions and scheduled jobs.

Read briefing 121 · SEO

Optimizely SEO & AI Search Analyst: What It Does & How to Use It

Optimizely's SEO & AI Search Analyst combines recurring AEO audits, SEO/GEO monitoring and connected search-opportunity analysis into a daily workflow.

Read briefing 122 · Marketing

How to Set Up Optimizely Virtual Teammates

An Opal administrator enables the role first; then a permitted user hires it, connects systems and grants only the access its jobs need.

Read briefing 123 · Marketing

StackScope: Pricing, API, MCP & New-Website Tech Intelligence

StackScope centers technographic intelligence on the moment a site is new, with launch-time stack detection, filters, alerts, API access and MCP.

Read briefing 124 · Automation

How to Use StackScope API & MCP with Claude, ChatGPT and Cursor

StackScope exposes the same launch-time technographic data through a conventional HTTP API and a remote MCP server for AI assistants.

Read briefing 125 · Marketing

How to Use StackScope for Agency Lead Generation

StackScope's lead-generation value is timing and technographic context—not proof that a company wants to buy your service.

Read briefing 126 · Automation

Caddi AI Automation: Pricing, Features & How It Works

Caddi turns narrated process demonstrations into governed business automations, with deterministic execution for repeatable steps and bounded AI where judgment is needed.

Read briefing 127 · Automation

Caddi Pricing: Plans, Credits, Loops & Costs Explained

Caddi now has a free Individual plan, while paid tiers scale by users, credits, active loops and governance requirements.

Read briefing 128 · Automation

How to Use Caddi: Turn a Screenshare Into an AI Automation

A practical Caddi workflow from choosing the right process and recording the demonstration through edge-case teaching, validation and gradual production rollout.

Read briefing 129 · Automation

Olostep: API, Pricing, Web Scraping & AI Agent Features

Olostep combines search, scraping, crawling, structured extraction, monitoring and agent-oriented web-data workflows behind one developer platform.

Read briefing 130 · Automation

How to Use the Olostep API: Scrape, Crawl & Search the Web

A practical Olostep API workflow for choosing the right endpoint, preserving provenance, controlling cost and validating extracted web data before it reaches an app or agent.

Read briefing 131 · Automation

How to Connect Olostep to Claude Code, Cursor & Codex

Install Olostep's official CLI, authenticate once and add web-data skills to supported coding agents without inventing an undocumented MCP integration.

Read briefing 132 · Creator Tools

Topview Motion Studio: AI Product Launch Videos, Features & How It Works

Topview Motion Studio is a guided AI workflow for turning a product brief and real visual references into connected launch and feature-announcement motion videos.

Read briefing 133 · Creator Tools

How to Use Topview Motion Studio for Product Launch Videos

Prepare the product story, references and delivery format before generation, then QA product accuracy, pacing, branding and platform fit in the final Motion Studio output.

Read briefing 134 · Creator Tools

OpenMontage: Open-Source Agentic Video Production Guide

OpenMontage is an open-source production framework where a coding agent orchestrates research, scripting, assets, editing, rendering, cost controls and quality checks.

Read briefing 135 · Creator Tools

How to Install OpenMontage with Claude Code, Cursor or Codex

Set up OpenMontage from the primary repository, verify Python, Node and FFmpeg, let the coding agent read the project instructions and validate a first render before adding expensive providers.

Read briefing 136 · Creator Tools

How to Use OpenMontage with Reference Videos for Reels & Shorts

Use a reference video's hook, pacing and scene rhythm as analytical input, then turn those mechanics into an original Reel, Short or TikTok production plan instead of cloning the source.

Read briefing 137 · Social Media

YouTube Shopping Amazon Affiliate: Eligibility, Tagging & How It Works

Eligible U.S. YouTube Shopping creators can now link Amazon Associates or Influencer accounts and tag Amazon products natively in Shorts, videos and livestreams.

Read briefing 138 · Social Media

How to Tag Amazon Products on YouTube Shopping

Link an eligible Amazon affiliate account to YouTube Shopping, wait for enablement, tag relevant products in Studio and troubleshoot the most common setup problems.

Read briefing 139 · Marketing

Google Ads API Developer Assistant v4: Features, Setup & AI Workflows

Google Ads API Developer Assistant v4 combines natural-language intent, schema-grounded GAQL, code generation and controlled read-only reporting inside supported AI coding environments.

Read briefing 140 · Marketing

How to Install Google Ads API Developer Assistant v4 with Claude Code or Antigravity

A safer Developer Assistant v4 setup: verify Google Ads API access, install the supported plugin host, configure credentials and start with a validated read-only GAQL report.

Read briefing 141 · AI

Cohere Parse 5: API, Pricing, Features & Benchmarks

Cohere Parse 5 is a specialist vision-language model for turning complex enterprise documents into structured Markdown and blocks for retrieval and agent workflows.

Read briefing 142 · AI

How to Use the Cohere Parse API: Python, Markdown & Blocks

A practical Parse 5 workflow from SDK setup and supported page input through Markdown or blocks output, validation, rate limiting and RAG ingestion.

Read briefing 143 · Web

Staats Analytics: Agent-Native Website Analytics via MCP

Staats connects production website analytics to coding agents through MCP so teams can measure deploys, funnels and conversions inside the same workflow where they ship code.

Read briefing 144 · Web

How to Use Staats Analytics with Claude Code, Cursor & Codex

Connect Staats through MCP, instrument meaningful website events, annotate deploys and make your coding agent check production evidence before proposing the next change.

Read briefing 145 · AI

AMD ROCm 10: ROCm.AI, AMD Skills, Hyperloom & What Changed

ROCm 10 makes ROCm.AI generally available, combining AMD Skills, a tech-preview ROCm CLI and Hyperloom with a more modular software foundation.

Read briefing 146 · AI

How to Install ROCm 10: Supported GPUs, Linux/Windows Checks & Validation

A compatibility-first ROCm 10 setup guide for checking GPU and OS support, installing from AMD’s current documentation and validating the runtime before adding frameworks.

Read briefing 147 · AI

How to Use AMD Skills with Claude Code, Cursor & Codex for ROCm

AMD’s official skills catalog gives coding agents focused ROCm and local-AI workflows. Here is how the current tech-preview catalog is installed and how to use it safely.

Read briefing 148 · AI

Perplexity Portable Computer: Local AI, DGX Spark, Models & Availability

Perplexity’s Portable Computer moves its agent orchestration onto DGX Spark at launch, keeping many files and tasks local while allowing permissioned cloud escalation when needed.

Read briefing 149 · AI

How to Install and Use Perplexity Portable Computer on NVIDIA DGX Spark

A launch-configuration guide for eligible Pro and Max users setting up Portable Computer on DGX Spark Linux and validating local work before adding cloud tools and connectors.

Read briefing 150 · Creator Tools

SparkStation AI Filmmaking Platform: Features, Models & Access

A source-grounded look at SparkStation’s script-to-screen workflow, model orchestration, character continuity, creator tools and current access.

Read briefing 151 · Creator Tools

How to Use SparkStation: AI Filmmaking Workflow from Script to Export

A practical, source-grounded workflow for planning, generating, reviewing and exporting a SparkStation AI video project.

Read briefing 152 · Marketing

SparkStation AI Ad Generator: How to Create Product, UGC & Campaign Ads

A practical workflow for turning product truth, approved assets and a campaign brief into SparkStation product ads, UGC-style concepts and channel-ready variations.

Read briefing 153 · Marketing

Google Demand Gen August 2026: Messaging, Travel & AI Video

Google’s August 2026 Demand Gen Drop makes multimodal video creation generally available while testing messaging conversations and expanding travel relevance.

Read briefing 154 · Marketing

How to Use Multimodal Video Creation in Google Ads Asset Studio

A source-grounded workflow for moving from brand context and a creative brief to storyboards, prompt refinements and multi-format Google Ads video.

Read briefing 155 · Creator Tools

How to Use the Midjourney V8.2 Edit Model

A practical guide to Midjourney's new V8.2-native edit workflow, from image attachment and instruction editing to multi-reference generation, inpainting and outpainting.

Read briefing 156 · AI

How to Run GLM-5.3 Locally: vLLM, SGLang, Quantization & Hardware

GLM-5.3 is officially self-hostable, but its 753B scale makes local deployment an infrastructure problem rather than a normal single-GPU setup.

Read briefing 157 · AI

GLM-5.3 License Explained: Commercial Use, Model-as-a-Service & the $10B Clause

GLM-5.3's custom license is broadly permissive, with an unusual security-review condition aimed at very large Model-as-a-Service businesses.

Read briefing 158 · AI

IBM Granite 4.2: 3B, 8B & 30B Reasoning Models Explained

Granite 4.2 is IBM's new open dense reasoning family, combining three model sizes with flexible thinking modes, tool calling and Apache 2.0 weights.

Read briefing 159 · AI

How to Run IBM Granite 4.2 Locally: GGUF, vLLM, SGLang & Hardware

Choose the right Granite 4.2 size, checkpoint format and runtime, then size memory around the exact model, quantization and context you actually plan to use.

Read briefing 160 · AI

GLM-5.3: Open Weights, License, Benchmarks & Local Deployment

GLM-5.3 is Z.ai's flagship coding and agentic model with downloadable weights, a custom commercial license and official support for major serving frameworks.

Read briefing 161 · Creator Tools

Midjourney V8.2 Edit Model: Image Editing, Inpainting & How It Works

Midjourney's first V8.2-native edit model adds instruction-driven editing, multi-image references, inpainting and outpainting in a broad public test.

Read briefing 162 · AI

PRAXIST: Sapient’s Autonomous AI R&D System Explained

PRAXIST is a source-available beta research system that coordinates parallel agents, evaluation and retained evidence across repeated experimental generations.

Read briefing 163 · AI

How to Install and Use PRAXIST with Codex or Claude Code

A practical setup guide for PRAXIST beta, from Python requirements and Codex-native authentication to project takeover and first-run safeguards.

Read briefing 164 · Creator Tools

Photoshop 27.10: AI Assisted Editor, Prompt to Edit & Markup

Adobe’s August release expands prompt-based and visually guided editing while adding a non-destructive Light Adjustment Layer and workflow improvements.

Read briefing 165 · Creator Tools

How to Use Photoshop Prompt to Edit, AI Assisted Editor & Markup

A practical decision guide for choosing whole-image prompts, visual markup, protected masks and selected-region generation in Photoshop 27.10.

Read briefing 166 · Creator Tools

Photoshop Light Adjustment Layer: How to Use the New Lighting Controls

Photoshop 27.10 brings six common lighting controls into a reversible adjustment layer, with legacy Brightness/Contrast compatibility preserved.

Read briefing 167 · SEO

Google Site Reputation Policy 2026: What Changes in the EEA

From August 30, Site Reputation Policy manual-action impact changes for EEA searchers while Google can separately evaluate affected sections.

Read briefing 168 · SEO

How to Fix a Google Site Reputation Policy Manual Action

A source-grounded recovery process for auditing an affected third-party section, fixing the underlying arrangement and preparing a reconsideration request.

Read briefing 169 · SEO

Parasite SEO After Google’s 2026 EEA Site Reputation Policy Change

The EEA manual-action treatment changes on August 30, but Google can still separate affected sections from a host domain’s ranking signals.

Read briefing 170 · AI

Tencent Hy4 Preview: API, Pricing, Benchmarks, 1M Context & Open Weights

Tencent's 770B-total MoE preview combines 49B active parameters, a 1M-token context window, Apache-2.0 weights and official self-hosting recipes.

Read briefing 171 · AI

How to Run Hy4 Preview Locally: GGUF, vLLM, SGLang & Hardware

Use Tencent’s official vLLM or SGLang routes, or evaluate AngelSlim’s community GGUF builds with the required llama.cpp patches and realistic hardware planning.

Read briefing 172 · AI

Hy4 Preview vs GLM 5.3 vs Kimi K3: Benchmarks, Context & Which to Use

Tencent's internal evaluation gives Hy4 a narrow lead, but access, licensing, cost and workload fit matter more than a vendor-run score alone.

Read briefing 173 · AI

Wan 3.0: API, Pricing, 30-Second Video, Native Audio & How It Works

Alibaba's publicly documented preview API combines up to 30-second video, native audio, editing, extension and unusually broad reference inputs behind one model.

Read briefing 174 · AI

How to Use Wan 3.0 API: Text, Images, References, Documents & Pricing

A practical guide to Model Studio's preview API for text, frames, audiovisual references, documents, editing and extension—plus current regional pricing.

Read briefing 175 · AI

Wan 3.0 vs Gemini Omni 1.1 Flash vs Veo 3.1: Which AI Video Model Fits?

Wan emphasises long all-in-one generations and broad references; Omni favours conversational editing; Veo remains Google's dedicated quality-focused video family.

Read briefing 176 · AI

GLM-5.3-Flash: Pricing, API, Benchmarks, Context & Open Weights

Z.ai’s native-multimodal 320B/18B-active model combines long context, open MIT-licensed weights and lower-cost agentic inference.

Read briefing 177 · AI

GLM-5.3-Flash vs GLM-5.3: Benchmarks, Pricing & Which to Use

A practical comparison of Z.ai’s multimodal Flash model and text-only flagship across price, efficiency and workload fit.

Read briefing 178 · AI

Gemini Omni Flash 1.1: 4K, API, Video Extension & How It Works

Google’s GA conversational video model adds extension, interpolation and output from 360p through upscaled 4K.

Read briefing 179 · AI

How to Use Gemini Omni Flash API: Python, JavaScript, REST & Video Editing

A practical Python, JavaScript and REST guide to generation, vertical output, resolution control, editing and extension.

Read briefing 180 · AI

Gemini Omni Flash vs Veo 3.1: Features, Resolution, Editing & Which to Use

Omni Flash prioritizes conversational iteration; Veo 3.1 targets cinematic generation and native higher-resolution output.

Read briefing 181 · AI

Anthropic Model Hardware Standard (MHS): What It Is, Availability & How It Works

Anthropic’s research-preview specification connects AI agents to programmable lab and manufacturing equipment.

Read briefing 182 · AI

MHS vs MCP: Model Hardware Standard vs Model Context Protocol

MCP connects AI to software context and tools; MHS extends standardized access into programmable physical equipment.

Read briefing 183 · AI

Meta Muse Image: API, Pricing, Image Editing & How It Works

Meta’s image model is now available through Vercel AI Gateway for generation, editing and reference-image workflows.

Read briefing 184 · AI

How to Use Muse Image API with Vercel AI Gateway

A practical AI SDK guide to generating and editing images with meta/muse-image-1.0 through Vercel AI Gateway.

Read briefing 185 · AI

AccuKnox AgentZ: Open-Source AI Agent Platform, Features & Availability

AgentZ combines agent workflows with default-deny sandboxes, runtime credential injection, MCP support and deployment options from hosted SaaS to air-gapped infrastructure.

Read briefing 186 · AI

How to Run Qwen3.8 Flash Next Locally: GGUF, Hardware & Benchmarks

A practical guide to the official Qwen weights, community GGUF conversions, realistic memory tiers, supported runtimes and the limits of early performance data.

Read briefing 187 · AI

Claudeforce: Salesforce in Claude, 37 Skills, Availability & How It Works

Salesforce in Claude connects Claude to live Salesforce context through 37 prebuilt sales skills, with pilot access now and an open beta planned for September 2026.

Read briefing 188 · AI

Qwen3.8-Flash-Next: Pricing, API, Context Window & Qwen4 Preview

Qwen's open-weight multimodal MoE release previews architectural ideas planned for Qwen4, with long context and a cost-focused hosted model announced alongside it.

Read briefing 189 · AI

Gemini 3.5 Transcribe: Pricing, API, Features & How to Use It

Google's dedicated speech-to-text family covers uploaded audio and low-latency live transcription, with 85+ languages and published API pricing.

Read briefing 190 · Social Media

Instagram First Draft for Reels: How It Works, Availability & How to Use It

Instagram's new in-app Reels shortcut automatically trims selected clips and creates a reversible rough cut, initially for iPhone users.

Read briefing

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