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SpotlightSureThing.io - "OpenClaw" for BeginnersTask automation
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Junaid Ali🙏 119 karmaDec 5, 2023@KickThis team took the time to understand the industry, problem and its users and designed a perfectly engineered solution. Kudos. -

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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 -
Used this for scheduling my last 3 interviews and honestly forgot how annoying it was before. One company wanted to do 4 rounds and instead of me going back and forth with their HR person a dozen times, Workmate just handled it. Saved me from that weird anxiety of 'did I respond fast enough' or 'is this time actually gonna work.' -
Impressive work from the team at Tented.ai, their approach to AI-driven automation is genuinely next-level. -
Gave it a try, before i used to use Calendly and manually tag them as important. Used some trackers on Appstore but this works just as well if not better, really like it! -
Turn any song into scroll-stopping videos in minutes with AI-directed scripts andOpen
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AI agent for Jupyter: Generate code, run cells with natural language.Open

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Give your brand superpowers with automated creation, metrics, and analytics.Open
As a physician, I barely have time to create content — and hiring an agency would be far more expensive. With ContentsPilot, I can keep my social media active, and whenever I get a moment in my day, I just record what’s needed. The rest of the content is already prepared and organized. It’s become the perfect solution for my busy routine.
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I tried NovelGPT a template in AgentGPT and it did an excellent job writing the first two episodes of my novel complete with character descriptions, setting,plot points and well I think you get the point. Great tool can't wait to see it out of beta.
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Used it for PPT generation and performed extremely well, especially the numbers and data part.
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Really appreciate the support and thank you for making a video about Tunee. That means a lot.❤️
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AI chat with images – Create, edit, innovate for free!Openthis is completely free, and it is amazing that you can change pictures into art and animations without paying anything.
- Spotlight
SureThing.io - "OpenClaw" for BeginnersTask automation
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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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Sorry for inconvenience, Its up and running now
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I handle a large number of tasks simultaneously through VoooAI to complete my creative work, thereby accomplishing the workload equivalent to one month in one day
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Maybe you don’t have a subscription, so there are no credits on your account, and a lot of features require credits to use.
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AI-powered financial analyst from Investing.com delivering market insights and researchOpen
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Hercules makes software testing so easier! The fact that it offers autonomous test autonomous without any coding or manual maintenance is a time-saver for developers. Great to see an opensource tool handling the 'heavy lifting' in testing.
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I love the smart formatting and multi language support. It fits perfectly into my workflow and feels thoughtfully built for real world use.
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This is surprisingly powerful. I can go from a vague idea to a polished track just by talking to Tunesona. The level of genre control and the instant adjustments make the whole process incredibly efficient.
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OpenFair position, LM. We're currently in beta testing, but will be on the repo (ideally) by the end of this week. The plugin is currently under view. The company behind AgentWP is WPAI.co. We've been around for some time and have a large userbase.
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AgentFuel.bot auto-generates social media content specifically for the real estate industry, has a document chat tool and the road map is super strong. If you are a commercial or residential real estate agent, mortgage loan officer or in title, anywhere in the world this tool is worth a look.
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Simon from Outfit here. We've built a travel recommendations product that works off of what makes you unique. We are working to improve the product every day and would love any feedback to [email protected].
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AI-powered candidate screening with instant results.OpenGreat app! User-friendly design, smooth performance, and all the tools I need are easily accessible. Highly recommend!
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AI-Powered Ringless Voicemail for Personalized Outreach and High Callback RatesOpenI've been using VoiceDrop.ai for a few months now and it's been pretty good. I'm in real-estate wholesaling in Miami and heard about it from a friend in my local business group. I wasn't sure about trying new software, but they offered a free trial so I gave it a shot. Their rep Andres was really helpful getting me set up. Within about 3 months I noticed a decent increase in callbacks, which has helped my business. Overall, VoiceDrop has been worth the cost so far. It's paid for itself. If you're considering it, I'd say give it a try. -
I'm absolutely blown away by the design quality of the presentations they look so vibrant and stylish. I was also pleasantly surprised that the AI asks lots of clarifying questions to make sure the final result is exactly what I wanted, not just something random. Vibes 🔥
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Feels like outbound is shifting from manual SDR work to autonomous sales agents. Are your users mostly SaaS founders running their own outbound, or larger sales teams?
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I like pay for what I love, just like go shopping and buy clothes. what do you think?
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IronClaw feels like how AI agents should’ve been built from the start. Same power as OpenClaw, but your API keys never touch the model.
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I launched my clean-ingredient deodorant brand solo, juggling inventory, customer emails, and a $2 k monthly ad budget that bled cash on broad “natural deodorant” audiences. After a 10-minute onboarding Didoo rebuilt my campaigns, creatives, and targeting while I packed orders. Inside seven days ROAS climbed from 1.8× to 4.2×, new-customer CPA dropped 38 %, and— for the first time in 18 months—I closed my laptop at 6 p.m. without launching another panic A/B test.
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I have seen it on Reddit, surprisingly, it did help me to save 30% in input/output agent tokens, not 60% unfortunately, but for sure better than not using it. Saved way more than I spent on subscription, shame didnt know of 50% discount :)
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Great service. The team was really helpful and super fast. I've done a good research on the bots and so far Quikwit is far ahead of others.
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Get 5x more B2B meetings. Visual Radar replaces dead lead lists instantly.Open

