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Top AI Agent Projects : Looper, Hyperresearch, Agent Inbox, Cedric & Click Transcript, AI Summary & Key Points

ManuAGI - AutoGPT Tutorials · 8 days ago · Science & Technology · 11:44 · EN-US

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The top trending AI agent projects this week: Looper, Hyperresearch, Agent Inbox, Cedric, Click and 15 more, spanning autonomy, privacy and workflow automation.

AI Summary

Twenty trending AI agent projects are covered in a weekly roundup. Looper provides open-source AI teammates that each own one business metric. Hyperresearch writes deep research reports with every citation checked against its source. Agent Inbox gives AI agents a shared inbox across email, Slack and Telegram. Cedric joins Google Meet, Zoom and Teams calls to take notes, present and draft follow-ups. Click runs serverless AI agents in isolated sandboxes through one API. The list also covers meeting assistants, design canvases, video editing agents, LLM observability, mind mapping, image editing and ad intelligence tools.

Key Points

  • Looper — open-source AI teammates where each looper owns one business metric like organic clicks or response time; connect Gmail, HubSpot, Stripe and Search Console; it plans its week, tracks work on a Kanban board and asks before sending, publishing or paying; runs on your own ChatGPT or Grok subscription.
  • Hyperresearch — AI deep research agent writing reports where every citation is checked against its source; reads web pages in full, calls more than 40 data APIs, saves sources in a vault, and connects to Claude, Cursor or ChatGPT through MCP.
  • Agent Inbox — an inbox for AI agents reaching people on email, Slack and Telegram through one CLI; works with Claude Code, Codex, Cursor and ChatGPT; open source and built by Novu.
  • Cedric — AI meeting assistant that joins Google Meet, Zoom and Microsoft Teams calls, takes notes, answers live questions, shares its screen to present, attends in your place, and drafts follow-ups to Gmail, HubSpot and Notion pending approval.
  • Widgeteer — AI widget builder creating working forms, quizzes, booking tools and calculators from one sentence; submissions route to email, Zapier, n8n, Make or webhooks, embeddable on Shopify or WordPress.
  • Hera — AI native creative canvas for images, design and motion graphics; multiple agents briefed at once return editable layers, with drafts to compare, plus an API and MCP.
  • Xmind 2027 — mind mapping app with a built-in AI agent that builds maps as you talk, spots missing pieces and breaks goals into tasks with a Gantt view; connects to Claude, Claude Code, ChatGPT, Cursor and Notion; files stored locally with sync on AWS.
  • Display 1.0 — AI docs workspace where any agent publishes HTML or markdown to a private URL; connects through MCP, CLI or API, with team comments, versioned updates at the same link and searchable spaces.

AI in practice

Used for

Agents

  • Looper — Own one business metric like organic clicks or response time and autonomously move that number. 2 held 00:52
  • Hyperresearch — Write deep research reports with citations checked against their sources. 2 held 01:25
  • Cedric — Attend meetings as an AI assistant that takes notes, answers live questions, presents, or stands in for you. 2 held 02:30
  • ClawsGO Science — Draft a cited research document from a one-sentence task. 2 held
  • Riverside Agents — Handle podcast video production from prep to publishing with four specialized agents. 2 held

Tools & resources

22 items

ANo. 7327
AIAINotes.us AI product

Agent Inbox

agentinbox.md/

Agent Inbox is an email, Slack, and Telegram inbox for AI agents, built and operated by Novu. Its CLI creates an inbox and email address for an agent, lets it send and reply to conversations, and keeps messages from the three channels in one thread. Agents can use structured prompts such as ask, approve, or choose to request a response, with options for asynchronous requests, timeouts, expiration periods, JSON output, contact management, and MCP access. The service is designed to work with coding and browser agents, personal assistants, product agents, and support workflows; its site states that no signup or credit card is required for setup and that Novu's infrastructure has SOC 2 Type II and ISO 27001 certifications.

Mentioned in
1 video
Kind
AI
CNo. 7328
AIAINotes.us AI product

Cedric AI

meet-cedric.com

Cedric AI is an AI workplace and meeting assistant from a Swiss-based company in Zurich for Google Meet, Zoom, and Microsoft Teams. It can join as a listener, moderator, or stand-in; present decks or workspace pages; answer live questions using connected tools and the web; keep time; take notes; record searchable transcripts, decisions, summaries, and action items; and attend meetings on a user's behalf based on a brief and behavior profile. Before a call, users can provide goals, topics to watch, questions, and boundaries. Cedric drafts follow-up work such as Gmail or Outlook emails, CRM updates, Notion documents, tasks, reports, and campaign content for review and approval, and connects to tools and channels including Slack, Discord, Telegram, email, calendars, HubSpot, Salesforce, CRM systems, GitHub, Notion, Sheets, and Drive. It uses shared workspace memory to answer questions, book meetings, update systems, and coordinate scheduled or event-triggered work. Outward actions show a preview for approval and are recorded in an activity log; the site says customer data is not sold or used to train models and that the service is GDPR compliant.

Mentioned in
2 videos
Kind
AI
CNo. 7333
AIAINotes.us AI product

ClawsGO Science

clawsgo.ai/

ClawsGO Science is an AI research agent for scientific work. It takes a research task in natural language, searches academic sources, reads papers through a cloud browser, analyzes data, writes and runs code, and produces cited reports, datasets, figures, or LaTeX manuscripts on cloud compute. Its runs can continue unattended for hours and expose the search history, commands, file edits, and intermediate steps for review and replay. The service also supports switching between Claude and OpenAI models and, according to the video description, connecting a lab GPU over SSH.

Mentioned in
1 video
Kind
AI
CNo. 7337
AIAINotes.us AI product

Click

useclick.ai/

Click is a managed agents API for running serverless AI agents in isolated sandboxes. An application submits work through an API call, while Click manages execution, durable session state, tool access, and streamed events or webhook notifications when background work completes. Agents can use browser, web search, an OS/code sandbox, and application-provided tools through MCP servers or HTTP endpoints; sessions can specify tool permissions and credentials. The service supports any model with customer-provided API keys and handles file uploads and downloadable artifacts.

Mentioned in
1 video
Kind
AI
DNo. 7347
AIAINotes.us AI product

Display

display.dev/

Display is an AI documentation workspace for publishing and collaborating on HTML and Markdown files. Agents such as Claude Code, Claude, ChatGPT, Codex and Cursor connect through its MCP server, CLI or API and publish documents to private, shareable URLs; people can comment on lines, edit pages and share them through groups and permissions. Each save or publication creates a new version at the same URL, with earlier versions available for restoration on eligible plans. Spaces, folders and search organize reports, dashboards, specifications, prototypes, slides, documents and related files, including images, PDFs and data. Google, Microsoft or one-time-password sign-in controls access. Display also offers private-beta features for building internal applications and connecting data sources, with free, Solo, Team, Business and Enterprise plans that charge for editors or contributors rather than viewers.

Mentioned in
2 videos
Kind
AI
ENo. 7335
AIAINotes.us AI product

Embage

embage.com/?ref=manuagi

Embage is a no-code platform for building AI chat and browser voice agents for customer support, sales, and feedback. Agents can run on a website or Telegram, answer from uploaded documents and web pages, save leads, tickets, and feedback in a datastore, and hand conversations to human team members. Its agents use plain-English sub-agent workflows to call connected tools during conversations, with integrations including Shopify, HubSpot, Salesforce, Google Calendar, Google Meet, Gmail, Zendesk, Slack, and Stripe. After a conversation, Embage scores it from 0 to 100, summarizes it, identifies action items and knowledge gaps, and records the result. The platform supports more than 360 connected apps, offers a free plan, and is available in early access.

Mentioned in
1 video
Kind
AI
ENo. 7339
AIAINotes.us Tool

ernd

ernd.io/

ernd is a business credit card for U.S. companies that spend on AI services. Card purchases at AI vendors, including OpenAI and Anthropic, earn 4% back, while other purchases earn 1.5%; certain negotiated provider offers may provide additional rewards or benefits. ernd negotiates partnerships with AI providers and passes benefits such as usage limits, provider discounts, and priority GPU or inference capacity to cardholders. Points can be redeemed for cash back or used for travel and participating providers. Card requests are free with no annual fee stated, but final terms apply and requesting a card does not guarantee approval.

Mentioned in
1 video
Kind
Other
FNo. 0329
AIAINotes.us AI product

Framer

framer.com

Framer is a web-based design and website-building platform that combines visual design, prototyping, and site creation with built-in hosting, CMS, analytics, security, and SEO. Its AI design agent generates page designs and websites from textual prompts on a visual canvas; the generated designs remain editable and can be deployed through Framer’s hosted SaaS.

Mentioned in
6 videos
Kind
AI
HNo. 7330
AIAINotes.us AI product

Hera

hera.video/

Hera is an AI-native creative canvas for generating images, designs, and motion graphics on one canvas. Users can brief multiple AI agents at the same time, generate and compare results, and refine outputs as editable layers rather than flattened images; the canvas supports design work, animation, and launch-film creation. The video describes Hera as offering an API and MCP, while the product page says it provides editable-layer generation and tools for directing, iterating on, and animating designs.

Mentioned in
1 video
Kind
AI
HNo. 3636
AIAINotes.us AI product

Hyperresearch

Open source · jordan-gibbs/hyperresearch

Hyperresearch is an MIT-licensed Python command-line research harness that extends Claude Code with an agent-driven, persistent research knowledge base. It classifies a query into light, full, or opt-in dissertation work and runs a tier-adaptive pipeline covering query decomposition, source search and fetching, contradiction and locus analysis, depth investigation, evidence digestion, multi-angle drafting, synthesis, adversarial criticism, targeted gap fetching, surgical patching, citation checks, and readability review. The pipeline stores fetched sources as Markdown notes with a rebuildable SQLite index, provenance links, lifecycle statuses, full-text or optional semantic search, source-quality and retraction metadata, and resumable per-run manifests. It can fetch PDFs, seek disclosed open-access replacements for thin or blocked academic sources through Unpaywall and Europe PMC, and apply structural checks for citation bindings, quote integrity, provenance, retractions, and patch-only editing. The vault can also be accessed through an MCP server or a dependency-free local web UI. It is installed with pip for Python 3.11–3.13 and is intended to run with Claude Code; model assignments and research scale can be configured per project.

Mentioned in
2 videos
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AI
INo. 7344
AIAINotes.us AI product

Ideogram Precise Edit

ideogram.ai

Ideogram Precise Edit is an AI image-editing tool that changes a selected area of an image without regenerating the rest. It is available in the Ideogram app and through an API, and the video describes edits at resolutions up to 8K.

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1 video
Kind
AI
LNo. 7326
AIAINotes.us AI product

Looper

hirelooper.com/

Looper is an open-source AI teammate platform in which each looper owns one business metric, such as organic clicks, response time, post reach, qualified leads, or unreconciled transactions. A looper connects to business tools such as Gmail, HubSpot, Stripe, Search Console, GitHub, Linear, Buffer, and other services through Composio; it plans work on a schedule, runs skills, updates a Kanban board, moves the metric, and conducts a weekly retrospective. Researching, drafting, and planning can happen independently, while sending, publishing, paying, and deleting require approval. Looper can run using a user's ChatGPT or Grok subscription or API key, with paid plans adding Claude credits, and the page also describes self-hosting through Vercel.

Mentioned in
1 video
Kind
AI
MNo. 5231
AIAINotes.us AI product

ManuAGI & AutoGPT Tutorials

manuagi.beehiiv.com/subscribe

ManuAGI & AutoGPT Tutorials is an email newsletter covering AI, AGI, and AI-agent project updates, with new updates promoted weekly. It is available through a free subscription page published through beehiiv.

Mentioned in
4 videos
Kind
AI
MNo. 7338
AIAINotes.us AI product

Modelpeers

modelpeers.com/

Modelpeers is a tracker for AI agents, models, and companies. It records sourced releases, price and limit changes, retirements, breaking changes, incidents, security issues, quality updates, and benchmarks, and provides pricing, usage-limit, and head-to-head comparisons. Users can follow selected entities to receive weekly alerts; the service also offers an RSS feed.

Mentioned in
1 video
Kind
AI
PNo. 7336
AIAINotes.us AI product

Precise Edit

ideogram.ai/tools/precise-edit/

Precise Edit is Ideogram's AI image-editing tool for localized changes. It uses a context window around a marked area to edit images at their original pixels while leaving the rest of the image untouched, avoiding seams and color mismatches; the context window can cover an edited area up to 2K within images up to 8K. It supports recoloring products, repairing logos and fine detail, replacing or removing objects, and using reference images, and is available in the Ideogram app and through an API.

Mentioned in
1 video
Kind
AI
RNo. 7334
AIAINotes.us AI product

Riverside Agents

riverside.com/agents

Riverside Agents is a team of AI specialists built for video production inside Riverside. The Producer prepares questions, scripts, studios and recording sessions; the Editor turns raw recordings into finished episodes by suggesting cuts, tightening pacing, cleaning audio, switching layouts and adding branding and captions; the Clipper finds moments for social posts; and the Marketer writes captions, fills a publishing calendar and schedules posts. The agents work natively with Riverside’s recording and production tools, and can repurpose existing recordings or support webinars, testimonials and branded business video. Users can direct the workflow in plain language, review or change the agents’ work on web or mobile, and approve everything before publication. Riverside says the agents are available on every Riverside plan, with capabilities depending on the plan and some AI features using credits; a 14-day free trial is offered.

Mentioned in
1 video
Kind
AI
SNo. 7341
AIAINotes.us AI product

SKI

justski.it/

SKI is a voice-first coding harness for macOS from Pattern AI Labs. It lets users speak to coding agents and hear their responses, while running agents such as Claude Code, Codex, Cursor, OpenCode, Antigravity and pi side by side. Each chat receives its own Git branch and worktree, with live diffs, cross-project status, agent handoffs and voice-triggered pull requests. SKI reconstructs spoken intent using project context, shows the interpretation before sending it to an agent, and requires confirmation for irreversible actions. It can chain agents, such as having one agent plan a task and another implement the plan, and supports routing work among users' existing model and agent accounts. Project code, chats and agent execution remain on the Mac; voice processing uses the cloud and the site says the voice is not stored. The full harness is available for macOS with free and paid plans, while Windows and Linux are listed as forthcoming.

Mentioned in
1 video
Kind
AI
SNo. 7340
AIAINotes.us AI product

Specsight

specsight.app/

Specsight is a product-observability platform for keeping a company informed about software changes. With read-only access to a codebase, it builds a product changelog, a map of connected user journeys and features, and a product specification describing behaviors from the code; these artifacts are updated as the product changes. Users can ask questions about the product in Specsight or through MCP, and can generate release notes and weekly product updates from detected changes.

Mentioned in
1 video
Kind
AI
TNo. 7342
AIAINotes.us AI product

telemetry.dev

telemetry.dev/

telemetry.dev is an LLM observability platform for AI agents built on OpenTelemetry. It traces model calls, tool steps, retrievals, and MCP calls in a shared trace, exposing token usage, cost, latency, errors, and per-step timing. Applications can connect through TypeScript or Python SDKs or an existing OTLP/HTTP exporter. It provides filtering and search by status, environment, framework, or session, plus email alerts for costs, budgets, agent loops, and model or tool errors. Prompt capture can be disabled for individual environments.

Mentioned in
1 video
Kind
AI
WNo. 7329
AIAINotes.us AI product

Widgeteer

widgeteer.ai/

Widgeteer is an AI widget builder that creates working forms, quizzes, booking tools, calculators and other embeddable widgets from plain-English descriptions. Users can preview and submit the real widget, edit questions, answer types, messages, colors and layouts by hand, or request changes in plain English. Widgets can be embedded on any website as code, or added through Shopify and WordPress integrations. Submissions can trigger email notifications or be routed to Zapier, n8n, Make, webhooks, Airtable, Telegram and other services.

Mentioned in
1 video
Kind
AI
WNo. 7343
AIAINotes.us Tool

Winneradspy

winneradspy.com/

Winneradspy is an ad creative intelligence platform for mobile apps and games. It lets marketers search an app or developer and browse the history of its install, video, banner, and other ad creatives, filtered by platform, date, format, and win rate. The platform monitors competitor ad activity and alerts users when creatives or campaigns are launched, paused, or changed. Winneradspy classifies creatives as Winner, Loser, or Learning and assigns each a 0–100 Winner Score. The score breaks down the creative's hook, visuals, emotions, messaging, and call to action; its classification uses signals such as ad runtime, platform reach, creative reuse, and engagement indicators. The page identifies Facebook, Instagram, and the wider Meta ad network as its tracked advertising platforms, and also says that data is pulled from Meta Ads, Google Ads, the App Store, and Google Play.

Mentioned in
1 video
Kind
Other
XNo. 7346
AIAINotes.us Tool

Xmind

xmind.com/

Xmind is an online and desktop mind-mapping and project-planning application for organizing ideas into visual structures. Xmind Agent turns a sentence, file, link, or conversation into a structured mind map, then lets users debate, refine, expand, reshape, and develop it through conversation, identify missing areas, and break goals into prioritized tasks with working-day planning. Maps can be presented or organized as timelines, matrices, Zones, and Gantt-chart project plans, with options to export, print, or collaborate. Xmind lists integrations with Claude, Claude Code, ChatGPT/Codex, Cursor, and Notion, and offers individual, business, enterprise, and education plans.

Mentioned in
2 videos
Kind
Other

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Transcript

Searchable transcript of Top AI Agent Projects : Looper, Hyperresearch, Agent Inbox, Cedric & Click — ManuAGI - AutoGPT Tutorials (11:44). Search for a phrase, then click its timestamp to jump straight to that moment in the video.

Captions sourced from the original video on YouTube, published by ManuAGI - AutoGPT Tutorials. The video, its captions and all related intellectual property remain the property of their respective owners; AINotes claims no ownership. Provided for research, accessibility and search — see the Transcript Notice and Copyright Policy.

00:00 Everyday developers build new AI tools and this is our weekly project update video. Top trending AI agent projects. This week you will discover trending AI tools and projects all in one quick video. Without wasting time, let's get started. >> Before we jump into today's project updates, here's a quick announcement for everyone. We've launched a brand new YouTube channel called AI Agent Studio dedicated entirely to AI Agent projects, tutorials, and tools.

00:27 So, if you're interested in staying up to date with the latest AI agent open source projects, learning how to build your own agents, or exploring cuttingedge agent frameworks, make sure to check it out. Subscribe now to get weekly videos, in-depth guides, and real time project breakdowns. The link is right there in the description. Don't miss it. All right, let's get into today's video.

00:52 >> Project number one, Looper. AI teammates that each own one metric. Looper is an open-source AI teammate where each looper owns one business metric like organic clicks or response time. You name the metric and connect tools such as Gmail, HubSpot, Stripe, and Search Console. The looper plans its week, runs its skills, tracks work on a Canbon board, and asks before sending, publishing, or paying.

01:16 It runs on your own chat GPT or Gro subscription. Founders and teams move key numbers without hiring. Hire your first looper free. Project number two, manage hyper research. Deep research reports with checked citations. Hyper research is an AI deep research agent that writes reports where every citation is checked against its source. It reads web pages in full and calls more than 40 data APIs for official records.

01:41 Every source is saved in your vault. So the next question starts from what it already read. You can connect claude cursor or chat GPT through MCP. Analysts and developers get evidence they can verify. Get your first deep report free. Project number three, agent inbox. Email, Slack, and Telegram inbox for agents. Agent inbox is an inbox for AI agents that reaches people on email, Slack, and Telegram through one CLI.

02:07 One setup command creates an email address for your agent. The agent can send, reply, or ask people to approve or choose in one thread across channels. It works with Cloud Code, Codeex, Cursor, and Chat GPT. It is open source and built by NOVU. Developers get human answers inside agent workflows. Install the CLI to start. Project number four, Cedric AI meeting assistant that presents and attends.

02:35 Cedric is an AI meeting assistant agent that joins Google Meet, Zoom, and Microsoft Teams calls. It takes notes, answers live questions from your connected tools, shares its screen to present a deck, or attends in your place with your brief. After the call, it drafts follow-ups like Gmail recaps, HubSpot updates, and notion pages. Nothing goes out until you approve it.

02:58 Teams spend less time on meeting admin. Send Cedric to your next call. Project number five, Widgeteer. Build website widgets from one sentence. Widgeteer is an AI widget builder that creates working forms, quizzes, booking tools, and calculators from one sentence. You describe what you want, preview the live widget, then edit it by hand or ask the AI to change it.

03:19 Form submissions go to email, Zpier, N8N, make or web hooks. You embed it on any site, Shopify or WordPress. Busy business owners get useful website tools without code. Start free. Project number six, Hera. AI native canvas for design and motion. Hera is an AI native creative canvas where you generate images, design and motion graphics in one place.

03:43 You brief multiple AI agents at the same time and each result comes back as editable layers like a normal design file. ERA generates several drafts so you can compare them. Turn one into a design then animate it. It also offers an API and MCP designers and marketers make ads and launch films faster. Start for free. Project number seven, XMind. Mind maps that build as you talk.

04:08 Xmind is a mind mapping app with a built-in AI agent that builds a map as you talk. You start with a sentence, file, link, or conversation. Anxmind agent structures it, spots missing pieces, and breaks goals into tasks with a gant view. It connects with cloud, cloud code, chat, GPT, cursor, and notion. Files are stored locally, and sync runs on AWS.

04:33 Students, teams, and project managers think more clearly. Try XMind free. Project number eight. Display shared docs workspace for every AI agent. Display is an AI docs workspace where any agent publishes HTML or markdown files to a private URL. Claude code, cursor, codecs, and other agents connect through MCP, a CLI, or an API. Your team signs in with Google or Microsoft, then comments and edits right on the page.

05:01 Each update keeps its version at the same link and spaces in search keep docs easy to find. Teams share agent work with unlimited viewers. Get started free. Project number nine. Clause Go Science. AI agent that drafts cited research for you. Clause Go Science is an AI research agent that turns one sentence into a cited document. It searches papers, reads them in a cloud browser, runs code, and drafts reports or LTE manuscripts on cloud compute for hours.

05:30 Even while you're away, every step is traceable and replayable. You can connect your lab GPU over SSH and choose between clawed and open AI models. Researchers and analysts get cited drafts to verify. Describe your first task. Project number 10, Riverside Agents. AI agents that prep, edit, clip, and post. Riverside Agents is a team of four AI agents built only for video.

05:52 The producer preps your session. The editor turns raw recordings into finished episodes. The clipper cuts the best moments and the marketer writes captions and schedules posts. They work inside Riverside with direct access to your recordings on web and mobile. Nothing is published until you approve it. Podcasters, creators, and marketing teams keep content moving.

06:15 Try it free for 14 days. Project number 11. Damage chat and voice agents for your customers. MBA is a noode builder for AI chat and voice agents that talk to your customers. You add your docs, connect apps like Shopify, HubSpot, and Gmail and paste one snippet on your site or connect Telegram. The agent answers from your knowledge base, saves leads and tickets and hands off to your team with context.

06:42 After each chat, it scores the conversation and lists next steps. Teams get answers around the clock. Start free. Project number 12, Dian. Precise edit edit one part of an image precisely. Precise edit is an AI image editing tool from ideoggram that changes one marked area without regenerating the rest. A context window lets it edit images up to 8K at original pixels.

07:07 Everything outside stays untouched with no seams or color mismatch. It recolors products, repairs logos, and removes objects. It works in the app and through an API. E-commerce and design teams keep full resolution. Try precise edit project number 13. Click run serverless agents through one API. Click is a managed agents API that runs serverless AI agents inside isolated sandboxes.

07:30 You send work with one API call and click handles execution, session state, and tools like a browser, web search, and code sandbox. It works with any model using your own keys plus your MCP servers or HTTP tools with permissions set per session. Results stream to your app or arrive by web hook. Developers skip building agent infrastructure. Explore the API project number 14.

07:55 Model peers. Follow AI agents and models like people. Model peers is a tracker that lets you follow AI agents, models, and companies. The way you follow people. It publishes sourced updates on releases, price changes, retirements, breaking changes, and security issues. You can also check pricing, limits, and head-to-head comparisons. Following something sends weekly alerts, and an RSS feed is available.

08:21 Developers know when tools they rely on change. Start following today. Project number 15, Framer, AI design agent from idea to launch. Framer is an AI design agent that designs and builds websites directly on the canvas. It generates and refineses pages in place and every change stays visible and editable. Agents also manage the CMS and write custom code.

08:44 You can drive your site from Slack, GitHub or external agents like Claude Code, Codeex and Cursor. Hosting, SEO and analytics are built in. Designers and founders go from idea to launch. Start for free. Project number 16, the credit card for the AI stack. Erand is a business credit card built for companies that spend on AI. Card spend at AI vendors, including Open AI and Anthropic, earns 4% back, and everything else earns 1.5%.

09:12 Air negotiates deals with AI providers such as extra usage limits and partner rewards and shares them with every card holder. Points can be redeemed as cash back or travel. It is open to any US company. Final terms come with the card. Request your card. Project number 17, Specsite. Plain English product changes for the whole company. Specsite is a product observability tool that explains every release in plain words.

09:39 It reads your codebase with readonly access, then builds a change log, a product map, and a living spec that update with each change. Anyone can ask questions about the product in spec site or through MCP and draft release notes or weekly updates in one click. support, sales, and marketing teams. Keep pace with what ships. Get started today. Project number 18, Neski.

10:02 Talk to coding agents and hear them back. SKI is a voice first coding harness for Mac that lets you talk to your coding agents and hear them talk back. It runs clawed code, codec, cursor, open code, and anti-gravity side by side, each in its own git branch and work tree, and tells you when one needs you. Your code and chat stay on your Mac and irreversible steps ask first.

10:27 Developers manage many agents without reading every output. Download SKI for Mac. Project number 19. Telemetry.dev. Trace LLM calls and agents with open telemetry. Telemetry. Is an LLM observability platform for AI agents. Built on open telemetry. It follows model calls, tool steps, and retrievalss in one trace and shows token usage, cost, latency, and errors.

10:51 You connect with TypeScript or Python SDKs or an existing OTLP exporter. Email alerts flag cost and tool errors, and you can turn off prompt storage per environment. Developers find slow or failing steps fast. Start tracing free. Project number 20, Winner Ad Spy. Find winning mobile app ads from competitors. Winner Ad Spy is an ad creative intelligence tool for mobile apps and games.

11:17 It tracks competitor ads across Facebook, Instagram, and the meta network, then scores each one as winner, loser, or learning. A 0 to 100 winner score explains the hook, visuals, emotions, messaging, and call to action. You can search any app's ad history, or get alerts when competitors launch or pause creatives. Mobile marketers build better briefs faster. Start for free. Thanks for watching. See you in the next video.