I used Manus AI to turn my resume into a fully functional, professionally designed website in under an hour. It highlights my work with aiDevices and voice-first AI technology on a modern, responsive site. A polished online presence — and a great example of human-AI collaboration.

Just started using Manus AI and I'm impressed. It's the first AI that actually gets what I need and handles complex tasks like a pro. I had it design a full tech plan for Te Tangi a te Whenua – The Song of the Land — covering AR platforms, binaural audio, and geolocated tags — and it nailed it. Felt less like using a tool and more like working with a genius assistant. Total game-changer.

Just spent an hour testing Manus AI on a complex B2B marketing challenge. I asked Manus to: - Research 10 ideal SMB prospects - Find decision-makers with contact details - Create personalized outreach (LinkedIn, email, call scripts) - Design interactive landing pages - Build a full 60-day implementation plan What stood out: Manus broke down the task with a detailed execution plan, kept perfect context for an hour straight, and adapted instantly when I added new requirements mid-task. It created tailored company profiles, outreach hooks, and value props without missing a beat — even handled an error gracefully without losing progress. For the technically curious: it seamlessly juggled multiple tools (browser, VS Code, terminal) throughout.

I've used ChatGPT, Claude, Gemini, and Perplexity daily but Manus impressed me in a way the others didn't. I gave it a complex AI CPTO research and validation task, and it handled everything: planning, researching, executing, and delivering structured results like a team of smart analysts with a project manager in charge. It's not just another AI tool, it actually gets things done. While there's room to improve on speed and efficiency, Manus is clearly heading in the right direction.

Delving into the telco landscape I used Manus to understand the difference in stock volatility between Vodacom and MTN.

In under an hour, I built a fully playable game using Manus AI. It's called Project Manager Simulator, and if you've ever faced the chaos of leading a project, you’ll feel right at home. I wanted to push the boundaries of what AI agents like Manus can do — beyond productivity, into creativity. Could they help build something fun, interactive, and totally outside the typical use case? The answer? Absolutely. The game puts you in the PM hot seat: - Make tough daily decisions - Balance budget, timelines, and team morale - Navigate real-world chaos like devs rage-quitting, endless scope creep, and the ever-elusive meaning of "Agile" AI tools like Manus aren't just assistants anymore — they're becoming creative partners.

As SaaS pros, we're always hunting for faster workflows and sharper insights — Manus nails it. I ran a few projects through it, and Manus delivered full market research reports, exec summaries, industry stats, and more in under an hour. It's a bit more premium and runs on credits, but the ROI is totally worth it. Adaptable, fast, and built for professionals who need real depth. Curious to see how it grows!

This is my first web app using Manus AI. I gave it just one prompt, and 24 minutes later, here's what I got: a site that lets users download an Excel template with 100 employee data entries, fill it out, upload it, and get an HR dashboard. I even told Manus to use Nuxt.js for extra challenge. No updates or corrections needed yet. It's been an amazing experience, and I couldn't be happier with the results. Thanks, Manus AI!

This project highlights the emergence of Agentic AI as the future of real-world AI applications — where intelligent systems can reason, plan, and act autonomously. What excites me most is how manus.ai is making this vision tangible. It's not just a tool, but a gateway to the next era of AI — where agents can drive meaningful outcomes across industries.

Manus AI just blew me away. I watched it navigate the internet like a pro — browsing, parsing, and synthesizing info for a research task that would've taken me hours. It thinks like a human, acts like a machine, and adjusts strategies mid-task like it's reading my mind. Result? A polished, actionable analysis in 8 minutes instead of my usual 2-hour grind. This isn't just AI — it's a full-on productivity revolution. Manus isn't waiting for instructions; it's solving problems like a 24/7 digital colleague. And this is just Day 1.

What's Manus? You give it a task → it gets to work in the background → you get the output. Simple. I ran a few quick tasks when I first signed up: SEO audit, extract product data, online course creation strategy, build a marketing website outline. The outputs were solid. A bit generic, but a great starting point — exactly what I expected. (Manage your expectations — it's still early.) I even watched the first two tasks run live. It's pretty satisfying seeing an agent move through steps, organize data, and spit out a full response. It's a totally different vibe from the usual “AI chat” experience — and the data nerd in me loved it.

When I got access to Manus I was ecstatic to use it to help my organization develop a user-friendly interface for track our sustainability KPIs. The although the result is not functional at the moment, the visualization allowed us to give our web developer a mock up of the tool we want on our website. I look forward to using this tool to accelerate my organization's public-facing tools and increase access to our open-source work.

Did some digging into the hottest topic at FinOpsX 2025: Workload Optimization. Huge thanks to Manus AI for helping with the analysis — total game changer. My quick take: 1. The industry’s shifting from cost visibility → infrastructure efficiency. 2. The FinOps Framework still has a lot of growing up to do around cost optimization.

Started experimenting with Manus AI this weekend to see if it could handle complex legal work. The result? It created a 721-page bespoke legal research tool: First Amendment Law and Litigation for Colorado Practitioners. I kicked it off with some metaprompting techniques, and Manus took it from there. Honestly blown away — building custom legal practice tools like this would normally take months.

One of the tests I like to run on new research LLMs and agents is asking a meaningful, complicated question like: "Do digital health startups with a clinician in leadership perform better (exits, M&A, markups, etc.) compared to those without — over the last 10–15 years, and especially the last 5–7?" Manus AI took it on and produced a detailed 8-page report. I got called off the waitlist last week. This is the best agentic research output I've seen so far. We're not all the way there yet, but we're getting close.

The AI CFO Office asked Manus to build a board deck with financial storytelling. The results are impressive: – Strategic narratives – Clean financial dashboards – Insights tied to board concerns – Deployed as a shareable web page The future of board reporting just went autonomous.

Using Manus AI, I built my first web app a simple, effective time zone scheduling tool entirely through prompting, without writing a single line of code. What stood out to me was how fast and intuitive it was to go from idea to working solution. I always look for ways AI can make a real difference in day-to-day work, and this tool now helps our team and customers across multiple time zones save time and avoid scheduling headaches. My approach with AI tools is always focused on practical applications that improve productivity, and Manus made that process surprisingly easy and efficient. If you've been curious about building with AI, Manus is a great way to start just pick a real problem and try it out.

I recently asked the agentic AI app Manus to create an unconventional and edgy recruitment website aimed at high school students for our BA in the Future of Innovation in Society. The result was gloriously retro — and about as counter-culture as you can get when it comes to university recruitment. It even came with easter eggs that were completely devised by the AI — all I did with the site was debug and polish before making it live. If you're interested in what happens when AI takes the reins of designing an edgy, alternative retro recruitment site, check out Future Rebels!

I've been playing around with Manus AI this weekend and honestly, I'm super impressed. The biggest difference from something like ChatGPT? Manus uses a credit system — so instead of quick replies, you can hand it bigger, complex tasks. It'll spend more time, prompt you for feedback, and build up its knowledge base. What really surprised me is how good it is at building. Not just throwing out ideas, but actually generating working products, writing the code, iterating, and getting pretty close to something launch-ready.

I used Manus AI to turn my resume into a fully functional, professionally designed website in under an hour. It highlights my work with aiDevices and voice-first AI technology on a modern, responsive site. A polished online presence — and a great example of human-AI collaboration.

Just started using Manus AI and I'm impressed. It's the first AI that actually gets what I need and handles complex tasks like a pro. I had it design a full tech plan for Te Tangi a te Whenua – The Song of the Land — covering AR platforms, binaural audio, and geolocated tags — and it nailed it. Felt less like using a tool and more like working with a genius assistant. Total game-changer.

Just spent an hour testing Manus AI on a complex B2B marketing challenge. I asked Manus to: - Research 10 ideal SMB prospects - Find decision-makers with contact details - Create personalized outreach (LinkedIn, email, call scripts) - Design interactive landing pages - Build a full 60-day implementation plan What stood out: Manus broke down the task with a detailed execution plan, kept perfect context for an hour straight, and adapted instantly when I added new requirements mid-task. It created tailored company profiles, outreach hooks, and value props without missing a beat — even handled an error gracefully without losing progress. For the technically curious: it seamlessly juggled multiple tools (browser, VS Code, terminal) throughout.

I've used ChatGPT, Claude, Gemini, and Perplexity daily but Manus impressed me in a way the others didn't. I gave it a complex AI CPTO research and validation task, and it handled everything: planning, researching, executing, and delivering structured results like a team of smart analysts with a project manager in charge. It's not just another AI tool, it actually gets things done. While there's room to improve on speed and efficiency, Manus is clearly heading in the right direction.

Delving into the telco landscape I used Manus to understand the difference in stock volatility between Vodacom and MTN.

In under an hour, I built a fully playable game using Manus AI. It's called Project Manager Simulator, and if you've ever faced the chaos of leading a project, you’ll feel right at home. I wanted to push the boundaries of what AI agents like Manus can do — beyond productivity, into creativity. Could they help build something fun, interactive, and totally outside the typical use case? The answer? Absolutely. The game puts you in the PM hot seat: - Make tough daily decisions - Balance budget, timelines, and team morale - Navigate real-world chaos like devs rage-quitting, endless scope creep, and the ever-elusive meaning of "Agile" AI tools like Manus aren't just assistants anymore — they're becoming creative partners.

As SaaS pros, we're always hunting for faster workflows and sharper insights — Manus nails it. I ran a few projects through it, and Manus delivered full market research reports, exec summaries, industry stats, and more in under an hour. It's a bit more premium and runs on credits, but the ROI is totally worth it. Adaptable, fast, and built for professionals who need real depth. Curious to see how it grows!

This is my first web app using Manus AI. I gave it just one prompt, and 24 minutes later, here's what I got: a site that lets users download an Excel template with 100 employee data entries, fill it out, upload it, and get an HR dashboard. I even told Manus to use Nuxt.js for extra challenge. No updates or corrections needed yet. It's been an amazing experience, and I couldn't be happier with the results. Thanks, Manus AI!

This project highlights the emergence of Agentic AI as the future of real-world AI applications — where intelligent systems can reason, plan, and act autonomously. What excites me most is how manus.ai is making this vision tangible. It's not just a tool, but a gateway to the next era of AI — where agents can drive meaningful outcomes across industries.

Manus AI just blew me away. I watched it navigate the internet like a pro — browsing, parsing, and synthesizing info for a research task that would've taken me hours. It thinks like a human, acts like a machine, and adjusts strategies mid-task like it's reading my mind. Result? A polished, actionable analysis in 8 minutes instead of my usual 2-hour grind. This isn't just AI — it's a full-on productivity revolution. Manus isn't waiting for instructions; it's solving problems like a 24/7 digital colleague. And this is just Day 1.

What's Manus? You give it a task → it gets to work in the background → you get the output. Simple. I ran a few quick tasks when I first signed up: SEO audit, extract product data, online course creation strategy, build a marketing website outline. The outputs were solid. A bit generic, but a great starting point — exactly what I expected. (Manage your expectations — it's still early.) I even watched the first two tasks run live. It's pretty satisfying seeing an agent move through steps, organize data, and spit out a full response. It's a totally different vibe from the usual “AI chat” experience — and the data nerd in me loved it.

When I got access to Manus I was ecstatic to use it to help my organization develop a user-friendly interface for track our sustainability KPIs. The although the result is not functional at the moment, the visualization allowed us to give our web developer a mock up of the tool we want on our website. I look forward to using this tool to accelerate my organization's public-facing tools and increase access to our open-source work.

Did some digging into the hottest topic at FinOpsX 2025: Workload Optimization. Huge thanks to Manus AI for helping with the analysis — total game changer. My quick take: 1. The industry’s shifting from cost visibility → infrastructure efficiency. 2. The FinOps Framework still has a lot of growing up to do around cost optimization.

Started experimenting with Manus AI this weekend to see if it could handle complex legal work. The result? It created a 721-page bespoke legal research tool: First Amendment Law and Litigation for Colorado Practitioners. I kicked it off with some metaprompting techniques, and Manus took it from there. Honestly blown away — building custom legal practice tools like this would normally take months.

One of the tests I like to run on new research LLMs and agents is asking a meaningful, complicated question like: "Do digital health startups with a clinician in leadership perform better (exits, M&A, markups, etc.) compared to those without — over the last 10–15 years, and especially the last 5–7?" Manus AI took it on and produced a detailed 8-page report. I got called off the waitlist last week. This is the best agentic research output I've seen so far. We're not all the way there yet, but we're getting close.

The AI CFO Office asked Manus to build a board deck with financial storytelling. The results are impressive: – Strategic narratives – Clean financial dashboards – Insights tied to board concerns – Deployed as a shareable web page The future of board reporting just went autonomous.

Using Manus AI, I built my first web app a simple, effective time zone scheduling tool entirely through prompting, without writing a single line of code. What stood out to me was how fast and intuitive it was to go from idea to working solution. I always look for ways AI can make a real difference in day-to-day work, and this tool now helps our team and customers across multiple time zones save time and avoid scheduling headaches. My approach with AI tools is always focused on practical applications that improve productivity, and Manus made that process surprisingly easy and efficient. If you've been curious about building with AI, Manus is a great way to start just pick a real problem and try it out.

I recently asked the agentic AI app Manus to create an unconventional and edgy recruitment website aimed at high school students for our BA in the Future of Innovation in Society. The result was gloriously retro — and about as counter-culture as you can get when it comes to university recruitment. It even came with easter eggs that were completely devised by the AI — all I did with the site was debug and polish before making it live. If you're interested in what happens when AI takes the reins of designing an edgy, alternative retro recruitment site, check out Future Rebels!

I've been playing around with Manus AI this weekend and honestly, I'm super impressed. The biggest difference from something like ChatGPT? Manus uses a credit system — so instead of quick replies, you can hand it bigger, complex tasks. It'll spend more time, prompt you for feedback, and build up its knowledge base. What really surprised me is how good it is at building. Not just throwing out ideas, but actually generating working products, writing the code, iterating, and getting pretty close to something launch-ready.

I used Manus AI to turn my resume into a fully functional, professionally designed website in under an hour. It highlights my work with aiDevices and voice-first AI technology on a modern, responsive site. A polished online presence — and a great example of human-AI collaboration.

Just started using Manus AI and I'm impressed. It's the first AI that actually gets what I need and handles complex tasks like a pro. I had it design a full tech plan for Te Tangi a te Whenua – The Song of the Land — covering AR platforms, binaural audio, and geolocated tags — and it nailed it. Felt less like using a tool and more like working with a genius assistant. Total game-changer.

Just spent an hour testing Manus AI on a complex B2B marketing challenge. I asked Manus to: - Research 10 ideal SMB prospects - Find decision-makers with contact details - Create personalized outreach (LinkedIn, email, call scripts) - Design interactive landing pages - Build a full 60-day implementation plan What stood out: Manus broke down the task with a detailed execution plan, kept perfect context for an hour straight, and adapted instantly when I added new requirements mid-task. It created tailored company profiles, outreach hooks, and value props without missing a beat — even handled an error gracefully without losing progress. For the technically curious: it seamlessly juggled multiple tools (browser, VS Code, terminal) throughout.

I've used ChatGPT, Claude, Gemini, and Perplexity daily but Manus impressed me in a way the others didn't. I gave it a complex AI CPTO research and validation task, and it handled everything: planning, researching, executing, and delivering structured results like a team of smart analysts with a project manager in charge. It's not just another AI tool, it actually gets things done. While there's room to improve on speed and efficiency, Manus is clearly heading in the right direction.

Delving into the telco landscape I used Manus to understand the difference in stock volatility between Vodacom and MTN.

In under an hour, I built a fully playable game using Manus AI. It's called Project Manager Simulator, and if you've ever faced the chaos of leading a project, you’ll feel right at home. I wanted to push the boundaries of what AI agents like Manus can do — beyond productivity, into creativity. Could they help build something fun, interactive, and totally outside the typical use case? The answer? Absolutely. The game puts you in the PM hot seat: - Make tough daily decisions - Balance budget, timelines, and team morale - Navigate real-world chaos like devs rage-quitting, endless scope creep, and the ever-elusive meaning of "Agile" AI tools like Manus aren't just assistants anymore — they're becoming creative partners.

As SaaS pros, we're always hunting for faster workflows and sharper insights — Manus nails it. I ran a few projects through it, and Manus delivered full market research reports, exec summaries, industry stats, and more in under an hour. It's a bit more premium and runs on credits, but the ROI is totally worth it. Adaptable, fast, and built for professionals who need real depth. Curious to see how it grows!

This is my first web app using Manus AI. I gave it just one prompt, and 24 minutes later, here's what I got: a site that lets users download an Excel template with 100 employee data entries, fill it out, upload it, and get an HR dashboard. I even told Manus to use Nuxt.js for extra challenge. No updates or corrections needed yet. It's been an amazing experience, and I couldn't be happier with the results. Thanks, Manus AI!

This project highlights the emergence of Agentic AI as the future of real-world AI applications — where intelligent systems can reason, plan, and act autonomously. What excites me most is how manus.ai is making this vision tangible. It's not just a tool, but a gateway to the next era of AI — where agents can drive meaningful outcomes across industries.

Manus AI just blew me away. I watched it navigate the internet like a pro — browsing, parsing, and synthesizing info for a research task that would've taken me hours. It thinks like a human, acts like a machine, and adjusts strategies mid-task like it's reading my mind. Result? A polished, actionable analysis in 8 minutes instead of my usual 2-hour grind. This isn't just AI — it's a full-on productivity revolution. Manus isn't waiting for instructions; it's solving problems like a 24/7 digital colleague. And this is just Day 1.

What's Manus? You give it a task → it gets to work in the background → you get the output. Simple. I ran a few quick tasks when I first signed up: SEO audit, extract product data, online course creation strategy, build a marketing website outline. The outputs were solid. A bit generic, but a great starting point — exactly what I expected. (Manage your expectations — it's still early.) I even watched the first two tasks run live. It's pretty satisfying seeing an agent move through steps, organize data, and spit out a full response. It's a totally different vibe from the usual “AI chat” experience — and the data nerd in me loved it.

When I got access to Manus I was ecstatic to use it to help my organization develop a user-friendly interface for track our sustainability KPIs. The although the result is not functional at the moment, the visualization allowed us to give our web developer a mock up of the tool we want on our website. I look forward to using this tool to accelerate my organization's public-facing tools and increase access to our open-source work.

Did some digging into the hottest topic at FinOpsX 2025: Workload Optimization. Huge thanks to Manus AI for helping with the analysis — total game changer. My quick take: 1. The industry’s shifting from cost visibility → infrastructure efficiency. 2. The FinOps Framework still has a lot of growing up to do around cost optimization.

Started experimenting with Manus AI this weekend to see if it could handle complex legal work. The result? It created a 721-page bespoke legal research tool: First Amendment Law and Litigation for Colorado Practitioners. I kicked it off with some metaprompting techniques, and Manus took it from there. Honestly blown away — building custom legal practice tools like this would normally take months.

One of the tests I like to run on new research LLMs and agents is asking a meaningful, complicated question like: "Do digital health startups with a clinician in leadership perform better (exits, M&A, markups, etc.) compared to those without — over the last 10–15 years, and especially the last 5–7?" Manus AI took it on and produced a detailed 8-page report. I got called off the waitlist last week. This is the best agentic research output I've seen so far. We're not all the way there yet, but we're getting close.

The AI CFO Office asked Manus to build a board deck with financial storytelling. The results are impressive: – Strategic narratives – Clean financial dashboards – Insights tied to board concerns – Deployed as a shareable web page The future of board reporting just went autonomous.

Using Manus AI, I built my first web app a simple, effective time zone scheduling tool entirely through prompting, without writing a single line of code. What stood out to me was how fast and intuitive it was to go from idea to working solution. I always look for ways AI can make a real difference in day-to-day work, and this tool now helps our team and customers across multiple time zones save time and avoid scheduling headaches. My approach with AI tools is always focused on practical applications that improve productivity, and Manus made that process surprisingly easy and efficient. If you've been curious about building with AI, Manus is a great way to start just pick a real problem and try it out.

I recently asked the agentic AI app Manus to create an unconventional and edgy recruitment website aimed at high school students for our BA in the Future of Innovation in Society. The result was gloriously retro — and about as counter-culture as you can get when it comes to university recruitment. It even came with easter eggs that were completely devised by the AI — all I did with the site was debug and polish before making it live. If you're interested in what happens when AI takes the reins of designing an edgy, alternative retro recruitment site, check out Future Rebels!

I've been playing around with Manus AI this weekend and honestly, I'm super impressed. The biggest difference from something like ChatGPT? Manus uses a credit system — so instead of quick replies, you can hand it bigger, complex tasks. It'll spend more time, prompt you for feedback, and build up its knowledge base. What really surprised me is how good it is at building. Not just throwing out ideas, but actually generating working products, writing the code, iterating, and getting pretty close to something launch-ready.

I used Manus AI to turn my resume into a fully functional, professionally designed website in under an hour. It highlights my work with aiDevices and voice-first AI technology on a modern, responsive site. A polished online presence — and a great example of human-AI collaboration.

Just started using Manus AI and I'm impressed. It's the first AI that actually gets what I need and handles complex tasks like a pro. I had it design a full tech plan for Te Tangi a te Whenua – The Song of the Land — covering AR platforms, binaural audio, and geolocated tags — and it nailed it. Felt less like using a tool and more like working with a genius assistant. Total game-changer.

Just spent an hour testing Manus AI on a complex B2B marketing challenge. I asked Manus to: - Research 10 ideal SMB prospects - Find decision-makers with contact details - Create personalized outreach (LinkedIn, email, call scripts) - Design interactive landing pages - Build a full 60-day implementation plan What stood out: Manus broke down the task with a detailed execution plan, kept perfect context for an hour straight, and adapted instantly when I added new requirements mid-task. It created tailored company profiles, outreach hooks, and value props without missing a beat — even handled an error gracefully without losing progress. For the technically curious: it seamlessly juggled multiple tools (browser, VS Code, terminal) throughout.

I've used ChatGPT, Claude, Gemini, and Perplexity daily but Manus impressed me in a way the others didn't. I gave it a complex AI CPTO research and validation task, and it handled everything: planning, researching, executing, and delivering structured results like a team of smart analysts with a project manager in charge. It's not just another AI tool, it actually gets things done. While there's room to improve on speed and efficiency, Manus is clearly heading in the right direction.

Delving into the telco landscape I used Manus to understand the difference in stock volatility between Vodacom and MTN.

In under an hour, I built a fully playable game using Manus AI. It's called Project Manager Simulator, and if you've ever faced the chaos of leading a project, you’ll feel right at home. I wanted to push the boundaries of what AI agents like Manus can do — beyond productivity, into creativity. Could they help build something fun, interactive, and totally outside the typical use case? The answer? Absolutely. The game puts you in the PM hot seat: - Make tough daily decisions - Balance budget, timelines, and team morale - Navigate real-world chaos like devs rage-quitting, endless scope creep, and the ever-elusive meaning of "Agile" AI tools like Manus aren't just assistants anymore — they're becoming creative partners.

As SaaS pros, we're always hunting for faster workflows and sharper insights — Manus nails it. I ran a few projects through it, and Manus delivered full market research reports, exec summaries, industry stats, and more in under an hour. It's a bit more premium and runs on credits, but the ROI is totally worth it. Adaptable, fast, and built for professionals who need real depth. Curious to see how it grows!

This is my first web app using Manus AI. I gave it just one prompt, and 24 minutes later, here's what I got: a site that lets users download an Excel template with 100 employee data entries, fill it out, upload it, and get an HR dashboard. I even told Manus to use Nuxt.js for extra challenge. No updates or corrections needed yet. It's been an amazing experience, and I couldn't be happier with the results. Thanks, Manus AI!

This project highlights the emergence of Agentic AI as the future of real-world AI applications — where intelligent systems can reason, plan, and act autonomously. What excites me most is how manus.ai is making this vision tangible. It's not just a tool, but a gateway to the next era of AI — where agents can drive meaningful outcomes across industries.

Manus AI just blew me away. I watched it navigate the internet like a pro — browsing, parsing, and synthesizing info for a research task that would've taken me hours. It thinks like a human, acts like a machine, and adjusts strategies mid-task like it's reading my mind. Result? A polished, actionable analysis in 8 minutes instead of my usual 2-hour grind. This isn't just AI — it's a full-on productivity revolution. Manus isn't waiting for instructions; it's solving problems like a 24/7 digital colleague. And this is just Day 1.

What's Manus? You give it a task → it gets to work in the background → you get the output. Simple. I ran a few quick tasks when I first signed up: SEO audit, extract product data, online course creation strategy, build a marketing website outline. The outputs were solid. A bit generic, but a great starting point — exactly what I expected. (Manage your expectations — it's still early.) I even watched the first two tasks run live. It's pretty satisfying seeing an agent move through steps, organize data, and spit out a full response. It's a totally different vibe from the usual “AI chat” experience — and the data nerd in me loved it.

When I got access to Manus I was ecstatic to use it to help my organization develop a user-friendly interface for track our sustainability KPIs. The although the result is not functional at the moment, the visualization allowed us to give our web developer a mock up of the tool we want on our website. I look forward to using this tool to accelerate my organization's public-facing tools and increase access to our open-source work.

Did some digging into the hottest topic at FinOpsX 2025: Workload Optimization. Huge thanks to Manus AI for helping with the analysis — total game changer. My quick take: 1. The industry’s shifting from cost visibility → infrastructure efficiency. 2. The FinOps Framework still has a lot of growing up to do around cost optimization.

Started experimenting with Manus AI this weekend to see if it could handle complex legal work. The result? It created a 721-page bespoke legal research tool: First Amendment Law and Litigation for Colorado Practitioners. I kicked it off with some metaprompting techniques, and Manus took it from there. Honestly blown away — building custom legal practice tools like this would normally take months.

One of the tests I like to run on new research LLMs and agents is asking a meaningful, complicated question like: "Do digital health startups with a clinician in leadership perform better (exits, M&A, markups, etc.) compared to those without — over the last 10–15 years, and especially the last 5–7?" Manus AI took it on and produced a detailed 8-page report. I got called off the waitlist last week. This is the best agentic research output I've seen so far. We're not all the way there yet, but we're getting close.

The AI CFO Office asked Manus to build a board deck with financial storytelling. The results are impressive: – Strategic narratives – Clean financial dashboards – Insights tied to board concerns – Deployed as a shareable web page The future of board reporting just went autonomous.

Using Manus AI, I built my first web app a simple, effective time zone scheduling tool entirely through prompting, without writing a single line of code. What stood out to me was how fast and intuitive it was to go from idea to working solution. I always look for ways AI can make a real difference in day-to-day work, and this tool now helps our team and customers across multiple time zones save time and avoid scheduling headaches. My approach with AI tools is always focused on practical applications that improve productivity, and Manus made that process surprisingly easy and efficient. If you've been curious about building with AI, Manus is a great way to start just pick a real problem and try it out.

I recently asked the agentic AI app Manus to create an unconventional and edgy recruitment website aimed at high school students for our BA in the Future of Innovation in Society. The result was gloriously retro — and about as counter-culture as you can get when it comes to university recruitment. It even came with easter eggs that were completely devised by the AI — all I did with the site was debug and polish before making it live. If you're interested in what happens when AI takes the reins of designing an edgy, alternative retro recruitment site, check out Future Rebels!

I've been playing around with Manus AI this weekend and honestly, I'm super impressed. The biggest difference from something like ChatGPT? Manus uses a credit system — so instead of quick replies, you can hand it bigger, complex tasks. It'll spend more time, prompt you for feedback, and build up its knowledge base. What really surprised me is how good it is at building. Not just throwing out ideas, but actually generating working products, writing the code, iterating, and getting pretty close to something launch-ready.