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SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Zain Saeed🙏 3 karmaMay 20, 2026@Team PulseI started using Team Pulse recently, and I really like how simple it feels. Managing projects, tasks, and pipelines in one place is smooth, clean, and easy to understand without overcomplicating the workflow. -
Been experimenting with KreoGrid for content ideas, and I like how it turns trends into something you can actually publish. Instead of spending hours researching what's working, it helps speed up the process and makes campaign planning feel much more streamlined. -

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AgentSwarms — Our Biggest Release Yet: 100+ Executable Framework Notebooks, Voice Agents, Website Embeds & More TL;DR — what's new: -103 executable, in-browser notebooks across 9 agent frameworks — no setup, run every cell live. -Voice agents you build with speech-to-text + text-to-speech and talk to right in the browser. -Website embeds — drop a standalone agent or a multi-agent task bot onto your own site with one iframe. -30 interactive field-engineering blogs + 25 interactive presentation decks -9 hands-on failure-mode labs + a 38-cell failure-modes notebook covering 12 real production failures -17 free, no-login interactive AI tools -Detailed swarm execution traces — tokens, cost, latency, every handoff -20 runnable industry templates AgentSwarms is a learn-by-building platform for Agentic AI: build, run, test, and ship AI agents and multi-agent swarms — and actually learn the frameworks by running real code, not reading about it. This is our largest update to date. Here's everything that's new. 1. Framework-specific notebooks with executable cells — learn every major agent framework by running it We shipped 103 notebooks with live, editable cells that execute right in your browser — zero installs, zero API keys to wrangle. There are dedicated, in-depth tracks for OpenAI Agents SDK, Google ADK, LlamaIndex, Mastra, LangChain, LangGraph.js, and AWS Strands SDK — plus Vercel AI SDK and VoltAgent. Each track walks the whole arc: fundamentals → typed tools → multi-agent handoffs → memory → guardrails → evaluation, with clear, beginner-friendly explanations next to code you can change and re-run. Start here: https://agentswarms.fyi/notebooks 2. Build voice agents with TTS + STT — give any agent a voice and talk to it You can now turn any agent into a voice agent using a speech-to-text → LLM → text-to-speech pipeline, pick from 11 studio voices, and talk to it live in the Voice Playground — tap the mic, speak, and hear it answer back. Fork a ready-made sample to get started in seconds. Because voice runs on the same engine as chat, your tools, RAG, memory, and guardrails all carry straight over. Try it: https://agentswarms.fyi/voice-playground 3. Build an AI backend and embed agents + multi-agent task bots on your website Ship what you build. Embeds turns any agent or swarm into a widget you paste into your own site with a single iframe — no backend to stand up. Choose an Agent embed (a streaming chat panel that answers with the agent's full brain) or a Swarm embed (a run-and-return task bot where a whole multi-agent workflow executes server-side and returns the result). Every embed gets domain-locked API keys, a per-embed daily request cap, and serves anonymous visitors with no login. Details: https://agentswarms.fyi/docs/embeds 4. New interactive field-engineering blogs and presentations Our library now includes 30 field-engineering blog posts, each with custom interactive visuals you can click through — covering AI agents in financial services, multi-agent simulation, deploying MCP servers to AWS/Azure/GCP, voice agents, security, retrieval, cost control, and framework deep-dives. Alongside them are 25 interactive presentation decks on everything from LLM internals to multi-agent orchestration and LLMOps. Read them: https://agentswarms.fyi/blog 5. A lot more failure-mode labs and notebooks Real agents fail in ways demos never show, so we built the practice ground for it: 9 hands-on failure-mode labs in the swarm canvas that inject a real fault — a coordination deadlock, a cascading error, a runaway loop, a prompt injection — and then grade your fix. They're backed by a 38-cell "Failure Modes Lab" notebook that reproduces 12 production failure modes (hallucinations, sycophancy, RAG poisoning, context rot, cost blow-ups, goal drift, and more) and ships the exact fix for each. Start at https://agentswarms.fyi/learn 6. Free interactive AI tools We added 17 free, no-login browser tools for everyday agent work: a RAG chunking visualizer, prompt-injection tester, semantic chunker, swarm-architecture visualizer, PII redactor, multi-agent token-cost calculator, LLM-as-a-judge builder, tool-schema generator, GraphRAG triplet extractor, synthetic RAG-eval dataset generator, and more. Open and use them instantly: https://agentswarms.fyi/tools 7. Detailed swarm execution traces Every multi-agent run is now fully traced and replayable. Step through each node's inputs and outputs, every tool call and handoff, and read per-run token usage, cost, and latency on a timeline — the raw material for debugging, evals, and cost dashboards. No more guessing why a swarm did what it did. 8. More runnable industry templates We expanded the template library to 20 one-click, runnable industry templates — support triage / knowledge-base agent, research RAG, sales outreach, code reviewer, CRM data cleanser, long-context analysis, and more. Each spins up a working agent or swarm you can run immediately and adapt. Browse them: https://agentswarms.fyi/templates -
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My favourite AI application. Great clean UI and even better pricing. -
Hey, wonderful TAAFTers! We made outwrite.ai to quickly generate articles, blogs, and posts that are structured in the EXACT format that AIs prefer to find, scan, and include your brand when buyers are asking questions about your category. You become part of THE answer AI gives. Most brands still create content for Google's algorithm: keywords, backlinks, LOTS of money, and...hope. AI search doesn't work the same way as Google. When someone asks ChatGPT, Gemini, or Perplexity for a product recommendation, the AI produces a single answer. If your brand isn't in that answer...you're invisible. That's the challenge outwrite.ai solves: LLM citation optimization. Now, page 10 brands can get cited along with Fortune 500 market leaders...without a penny spent on ads. -
Bracket makes your task list proactive. Instead of hunting tasks across tools, Bracket captures them straight from Slack and Email (for now :P). It automates follow-ups, takes accountability for your tasks, and eliminates the hours wasted maintaining task systems. Operate where your work happens —> no context switching, no dropped balls, just a team that actually follows through. Try Bracket free, sign up to the waitlist today.
Verified tools
- Spotlight
SureThing.io - "OpenClaw" for BeginnersTask automation
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Hermes Agent Helper seems genuinely useful for people experimenting with AI agents without wanting to deal with overly complex setups. I like that the product feels more practical and workflow-focused instead of just AI hype.
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Ignyte has a clean and modern feel right away. I like products that focus on helping users move from ideas to execution faster instead of adding unnecessary complexity to the workflow.
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I tried it and it seems capable to do a good seo research. The 5$ given were spend in a couple of ai chat prompts though.
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Intuitive UI with quick insights backed by actionable suggestions.
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Find and ask all your documents and emails in one AI workspace.OpenImpressive, looks like what I needed all these years... Finally I found something useful!
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No-code AI agent for your website, trained for your business data.Open
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The product looks framed like an outreach tool, but it actually behaves more like an AI outbound pipeline builder. That difference probably affects perceived value and pricing. I mapped where the positioning might be leaking revenue, happy to share if useful.
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High bandwidth way to work with Claude Code and Codex. Has become my main workspace.
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We're looking to rollout major integrations for Google Search Console and Bing within the coming week. Contact us for more information on our roadmap!
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One of the best tools for small business owners to create, manage and stay consistent with their social media
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Hands down best multilingual stt API.
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Hi there - I'm Nicolas, the founder, X @bolcoto We're the developers of Virlo and would love feedback!
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SiteSignal offers a solid solution for tracking AI search visibility and brand mentions. The dashboard is user-friendly, and the data is valuable. Adding alerts and competitor comparisons would make it even stronger.
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Marsad here, founder of brandjet. After years in GTM, including work with Fortune 500 teams, I kept seeing the same problem: every startup and agency was juggling a stack of tools just to run outreach. Email in one place, LinkedIn in another, WhatsApp and Instagram somewhere else, plus deliverability tools, analytics, and CRMs. It was chaos. Brand intelligence and outreach never spoke to each other. So we built BrandJet, a single command centre for both. All your outreach channels live in one platform: email, LinkedIn, WhatsApp, and Instagram. You get shared and channel-level analytics, along with an AI unibox that handles sentiment and lead categorization. What I’m most proud of is our monitoring tool. It lets you track sentiment, mentions, keywords, and even how AI systems interpret your brand. Any topic, any company, and everything feeds directly into your outreach automations. No guesswork. No hassle. Just clear signals and fast action. If you’re tired of SaaS bloat and want to see what a unified GTM platform feels like, give it a try. I’d love to hear what you think
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This is a very useful tool, especially for me as a small business owner. It keeps everything in one place
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Track your content’s visibility and performance across AI platforms, globally.OpenThis is a needed product for anyone trying to be seen on ChatGPT! AI will be the new front door of the internet and I want my brand to show up. Knwn helped me optimize both my code and content to show up with greater frequency on all AI platforms.
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Hi, I would like to help. do you mind post a screenshot so I can better understand what happened? https://www.reddit.com/r/ClicknowAI/
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Super simple, beautiful integration into a broad range of workflows.
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Increase App Downloads & Keyword Rankings with AI-driven ASOOpenHi, GrowASO is only meant for mobile apps and not for websites and this is clearly stated in all our marketing/landing pages. If you have questions, please feel free to contact us at [email protected] -
I was skeptical, but finally a useful AI essay grader
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OpenCROpilot.ai is a total game changer for anyone serious about conversion rate optimization. I was fortunate enough to get early access to the beta and the results have been nothing short of incredible. What sets this apart is the autonomous engine. Unlike traditional tools that require constant manual tweaking and analysis, CROpilot handles the heavy lifting with precision. We saw an immediate, measurable lift in conversions that far exceeded our previous benchmarks. -
Your personal AI English tutor for improving speaking skillsOpenGreat tool which helped me to enhance my English speaking skills -
While Mazaal still has a ways to go in terms of product stability, it has lots of potential and can potentially one day be a competitor to Zapier.
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Hands down the best AI powered question generator out there. High quality questions, easy to use and very easy to share quizzes.
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Real-time company monitoring with AI insights on competitors and clientsOpen -
Useful tool for visualizing traffic flowing through your website. Does what GA4 does but without the headache and unnecessary learning curve.
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I am a youtuber, I need a demo account to make videos
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I loveeeee this idea but sadly it does not send the email so i couldnt log in and try it... tried 2 different devices with different emails...
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Track brand mentions & find warm leads with AI-powered social listeningOpen
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very accurate transcription. summaries are spot on. and can transcribe conversations in real-time. easy to use
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- Didn't find the AI you were looking for?
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You can find the customer service with chat button. Tina help me a lot
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No information about the company or its leadership anywhere on the site...very low trust factor.
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Elevate team performance with data-driven project managementOpen
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it's wild how MLflow takes chaotic experiments and turns them into neat, tweakable apps.it's open source, dead-simple to install and crazy fast at loggin metrics. kudos to the dev :D
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Improve reading fluency with AI-powered stories and practice.Open
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This is a pretty cool, easy to use tool for getting fresh ideas and getting your notes moving when you're stuck. It gives helpful suggestions and lets you customize stuff easily. Overall it's more about sparking inspiration than handling everything from start to finish.
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Ive tried a couple of these nocode website/landingpage makers and this is by far the best one. Doesn't just give you buttons, it goes through and walks you through in a logical manner and explains what is next and how to do it. You can also skip these steps if you dont need them. Very well thought out. Only gave it 4 stars though because I wish it would offer more tokens to use on your first creation. Everything else is top.
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it's not even a site nor an app, arghh. I'm literally so annoyed right now!
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I'm the CEO of Eden AI and I'm a bit biased :) All I can say is that it's a great platform, you should give it a try!
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Looks great! But, what if I want to read the news on my browser?
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Personalized 180-day homeschool curriculums for any state.Open -
Personalized dream interpreter referencing past interactions.Open -
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