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SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Alex Huber🙏 32 karmaFeb 27, 2026@MiDash AII am planning to automate my trading system and customise an agent , I chatted with the support right from the dashboard they answered in 15 mins -
I 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. -
Its a promising project and works well so far. Wishing them all the best and godspeed. -
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 -
Ahaha Sam was really nice to me, we did some brainstorming together. It s great for getting some strategies ideas, especially if you have a small business like me -

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This one was really nice. In that it could also generate a white paper to go with the diagram
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Insight7 helps us with customer, employee and stakeholder focus group interview analysis. Has a fantastic UX and saves us hours doing manual analysis!
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AI-powered expense tracking through interactive chat interface.OpenRolly AI offers a "cranky" AI chat and custom advisor personalities for expense tracking, delivering hilarious and savage roasts about your questionable spending choices through the app. -
I felt there is need of more ready made templates. But, it does what it claims. I chose one question suggested by the AI agent, and it created the infographics in few seconds. It's cool. Saving it for future reference.
- Spotlight
SureThing.io - "OpenClaw" for BeginnersTask automation
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Revolutionize your research with AI-conversational surveys.Open -
Doesn't work on a PDF I uploaded. Seems like it just wants to collect (l)users.
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Insighto has been brilliant. Easy to set up, easy to deploy. Neeraj and his team have been there every step of the way. 5 stars.
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Nice tool, great insights and they have a good chat assistant
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Just made Ronaldo scream "Siuuuuu" , pretty fun.
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Yep, tried to sign up but all I got was "Oops! Something went wrong while submitting the form."
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Extract Wisdom from Any Link -- 6 AI Models, Haiku 4.5 SynthesizedOpenExtract wisdom from YT, websites, PDFs, any link. Multiple models catch what single perspectives miss. Organized thematically. Honest about uncertainty. Built for understanding, not compression. All feedback welcome!
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Can't wait for mobile app!. I just realized it works in mobile web pretty well! As it doesn't seem like it loads heavy mp3 for voice, it's quite nimble compare to the other products. Love it!
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Hi Federico, Thank you for taking the time to share your feedback. We truly appreciate all kinds of input as it helps us improve Amigo AI. If you'd like to explore the app further, we’d be more than happy to provide you with a redeem code for free access. Additionally, we're also open to sharing the code with the community if anyone is interested. Please let me know here, and I’ll share the coupon code with you directly! Love Amigo
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I find this is using GPT 5.1 as back-end now. We can get 3 responses without login. Then they are asking to create account. Not like whats mentioned in description.
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Great reader app that allows for importing many articles. I hope the interface can be made to look a bit better. 期待を込めて5星を。
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I am using PreCallAI for outbound calls and got awesome response, latency is very low and easy to start immediately.
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Been using it for the past few days and it is exactly what I hoped it was. Nothing complicated, does exactly what it says it does without the fluff. The analysis section is great, does not produce canned summaries. It appears to be doing something different for every different type of topic, which is great. Still playing with it.
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OpenThere's still room for improvement, but overall not bad. It's great for start. Thank you! -
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First time I have tried it. I think it is terrific!
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