₦airaland Forum

fnep2smooth:
Hello guys someone reach out to be for an election monitoring applications that a political aspirant, using there polling agent to get their own results with realtime upload and analysis.

There application will be designed for a senate, rep, and local government level to reduce huge traffic and handle less coverage.

The senate zone has about 900 polling unit, so there will be about 900 active polling agent on the application with 1 - 2 supervisor.

The polling agent job is to upload in real time, send live report of events using live audio streaming.


What will be your best approach and stacks to achieve this.

You can generate the Project structure using any AI like in any technologies then tell codex or Claude Sonnet to generate the code . it is quite easier what language are you intended to use with framework or backend

windows forms (winform)

https://www.nairaland.com/7627339/winform-management-system-c

MAUI
https://www.nairaland.com/7603936/maui-controls-guides-beginner-c

ASP.NET Core
https://www.nairaland.com/7389020/learn-asp.net-core-mvc

WPF
https://www.nairaland.com/7134346/wpf-tutorial-guide-absolute-beginner


for more learn C# 15 from Microsoft Learn

Tools and technologies

Visual studio 2026 or rider
SQL Server and SQL management studio
.NET 11 SDK
Xcode ,MAUI and MAUI Workloads
Winform
WPF
ASP.NET core

1.C# 15
Big language updates focused on productivity + safety:
- Union types and union patterns - Collection expression arguments
- Closed class hierarchie - Unsafe Evolution
- `unsafe` keyword redesigned to mark caller
-facing contracts for better memory safety with AI-generated code
- Extended layout support

2. ASP.NET Core
Native OpenTelemetry tracing built-in
- Blazor:
- TempData support- SSR supports client-side validation
- `SupplyParameterFromSession` and `SupplyParameterFromTempData`
- QuickGrid works without interactivity
- Server-initiated Blazor Server circuit pause
- OpenAPI 3.2.0 support + HTTP QUERY in generated docs - Zstandard response compression and request decompression
- .NET Web Worker project template
- MCP Server template ships with SDK
- HTTP/3 starts processing requests earlier


3..NET MAUI
Major reliability + XAML improvements: - CoreCLR by default on Android, iOS, and Mac Catalyst. Android now requires API 24+ and stabilizes API 37 - C# Expressions in XAML - write short, strongly typed C# directly in bindings. No converters needed - Map control improvements: Pin clustering, styling, richer interaction APIs. Windows Maps now backed by Azure Maps
- XAML Source Generation now default for faster build, debug, and runtime performance
- Animations get CancellationToken-aware overloads
- LongPressGesture Recognizer built-in
- TypedBinding performance improvement
s - VisualStateManager API consistency - dotnet watch improvements for Android and iOS


4. WPF - Windows Presentation Foundation

.NET 11 focused on quality: - Fixes for Fluent window backdrop and background on Windows 10 - Crash fix to guard against Desktop Window Manager failures - Shared core clipboard functionality with WinForms - Performance improvements and API enhancements


5. WinForms - Windows Forms
- No major new features in Preview 2
- Shared core clipboard functionality with WPF
- Focus on quality and engineering improvements


6. .NET SDK + Runtime + Libraries

- Smaller SDK installers on Linux/macOS via assembly deduplication
- File-based apps can use `#:include` and reference other C# files
- dotnet run -e to pass env variables from CLI
- dotnet watch: Aspire app-host integration, crash recovery, device selection for MAUI
- System.Text.Json: JSON Lines serialization, more control over naming - LINQ: Full outer joins, `MaxBy`/`MinBy` for EF Core
- Runtime-async is faster and no longer preview



Quick take .NET 11 is an STS release supported for 2 years. The theme is: unify runtimes with CoreCLR everywhere, less boilerplate with C# in XAML, and AI-ready safety features in C#. ,highlighting the advancements in performance and usability. These enhancements aim to streamline developer workflows and improve application reliability, making it an exciting time to embrace the latest .NET features.

https://github.com/dotnet/core/tree/main/release-notes/11.0

What about auto posting clipping for lazy creators premium+. Like the one that make you viral contents while you sleep by working on any social media sites.

greatlarry779:
https://getitfreereceiptgenerator.surge.sh/
You can use receipt generator for any business you do .

I have a few suggestions add more currencies supports ,use WebView to convert to mobile ,use Google admob or Meta Audience Network then upload to app store. .


When you do that you will not only get active users but generate income in USD . Maybe one of your apps might become lucrative with higher MRR then you can switch to revenuecat or Google/Apple billing support.

greatlarry779:
https://getitfreesocks5proxy.surge.sh/
Download it from the above link for free and use it to power socks5 proxies on your androids phones . No advert and subscription needed

Nice you left python for android Java

ACode now support Claude code and Codex it is one of the best android ide now.


for more ide search on Playstore



You can build android apps Java and Kotlin but it needs memory and you need to pay for the widget plugin .

Multi-agent ESP 32 controller is what engineers need to build it will consume all human data and skill set. Including gestures recognition in performing tasks autonomously . Embedded system engineers need to switch fully to robotics to build larger components and toolkits with enough power with minimal consumption. IoT is the beginning of the journey .


We should spend more money on human well-being than AI or robots . Humans first robots last . Stop treating humans like machines.

Wuji tech just solve a major problem in robotics it is Unintree might want to update their Humanoid robotic hand. China leading powerhouse of robotics not the US .



https://github.com/wuji-technology

Alphabyte3:
Space is the domain of my new type of light camera sensors and sound quantum computing. Each waveforms is a problem before but now a feature. Energy will be utilize from it surroundings with light and sound breaking the into the limits of quantum mechanics.

Time to beam some equations for 100 coders to solve tomorrow . If you can solve it benchmark all relationships and variables. It must pass all undying principles of quantum mechanics. Upload you solutions and in any research site and I will read it. Only for PHD or professor in quantum computing or any related field.


Note that wavefunction, Momentum, frequency and energy are necessary you are permitted to use AI like Chatgpt and Claude.

The formula

Space is the domain of my new type of light camera sensors and sound quantum computing. Each waveforms is a problem before but now a feature. Energy will be utilize from it surroundings with light and sound breaking the into the limits of quantum mechanics.

Time to beam some equations for 100 coders to solve tomorrow . If you can solve it benchmark all relationships and variables. It must pass all undying principles of quantum mechanics. Upload you solutions and in any research site and I will read it. Only for PHD or professor in quantum computing or any related field.


Note that wavefunction, Momentum, frequency and energy are necessary you are permitted to use AI like Chatgpt and Claude.

Going to Stanford University and Yale for a PHD major to exchange ideas on Cloud Computing and networking.

A Datacenter with 1000 racks in 4U fits is 10,000 server racks with good rails, networking,storage, DCIM ,cooling and power units . Building a cloud system costs hundreds of millions of dollars for large demographic scaling and big AI the scale are billions going to trillions when we achieve AGI prototype.



Hope you enjoy my advanced networking guide you won't them without researching.

Suicideboy:
AGI still very far.

It is not the just software that are the problem but hardware now so with current tech it is difficult to achieve it and releasing it too early is a problem of national security. Humans won't need to work and spend more time reading and solving problems related to their region. To achieve AGI we need fresh ideas from researchers all over the world. AI already solved the discrepancies in top talented programmers.

Robotics need a unified system which will be updated monthly or yearly to accelerate towards AGI . In China and some countries robots are replacing humans to maximize profits and Carryout difficult missions.


Big tech are already thinking of launching space Datacenter and others in different new places. Small step are needed to create something tangible .

davidaluu:
Why isn't there a mobile OS that is fully AI powered and the ai capable of using our apps for us autonomously? Like think for a sec if that was possible, the AI being the second user able to do stuffs humans can with an app, the possibilities are endless. I think it would be possible with android if you fork out the AOSP and build an AI agentic layer on top of it but it'll require OS level permissions to be able to simulate touch virtually for control. What do you guys think? Any opinions or takes on how to tackle this? Drop it here

Apple is building a foldable phone it will have Apple intelligence but it won't be fully operated by agents. Huawei was one of the first Chinese companies to perfect such phone years ago.

Apple just need 11% to become remarkable . 5T would be great forget others .

Tron blockchain just upgraded to Nile a post quantum cryptography encryption. Fintech and other institutions should use the Nile concept for advanced security it is Opensource. Quantum tech are touching all fields in the future Nile isn't even restricted to blockchain.

The claims that somehow by just scaling up LLMs, we're going to reach super human intelligence, that is simply not going to happen by Yann LeCun . Robotics is not a smart as an insect but will find a way to bridge the gap and prove Yann LeCun wrong. He hasn't even seen Openclaw controlling robots autonomously via voice commands. The problem is that it is difficult to code intuition in robot everything are simulation with our current level of technology. Jepa might solve some problems I doubt it will give robots intuition.

robotics spatial intelligence + Physical AI = Full embodiment intelligence

To increase the computing power link multiple Quantum computers with CUDA and NVlink using HPC standards but is called Distributed Quantum Computing (DQC) . it is better than increasing qubit learnt it for Nvidia GTC last event.


Increased Qubit is good but it consumed more power and it becomes slower so thats why quantum network is built to fix it. Hope you guys are enjoying my free lectures on quantum computing.

Quantum engineering is a field robot are learning from a VLM dataset . This will improve research but many engineers might lose there job . Imagine a smart glass or VRheadset in performance engineering or quantum engineering task more accurately with AI real-time resources.


AI is good but US and China are spending trillions of dollars in AI and robotics neglecting humans not appropriate. Now the race is bad no country is stopping. Top talented are poached with millions to dollars wooing them while junior Dev struggle to survive .

Quantum 3D print Drug variants machine with dosage metric and amount of sufficient information about the ingredients with AI research and development.It pairs AI for research, modeling, and analysis, not for personal medical use it must be approved by regulatory bodies in regions of usages .

if this is integrated with my cell tower geofencing system next person besides you everything will be full power modern os needs in built emergency services using AI reporting as I said previously.


security is about intelligence and intellectual property should be developed with great software engineers .

If you follow the hybrid quantum computer need a GUI like the one quantum engineers in China and US Silicon Valley are building . Time to moved to both countries make NVidia and Origin Quantum in China to collaborate . Sound like advance tech comparable to alien tech .

Types of robotics network
1. Wireless (Bluetooth,wifi,zigbee,LoRa)
2. Wire (Cables or ethernet cables)
3. Cloud and IOT
4 Mesh or swarm peer to peer network (This has a central control like blockchain)

As a robotics engineer you need to write modern software for robotics network in Python,Go,C++ ,Java or rust and reconstruct the hardware for full autonomy or partial teleoperated control

If AI can talk to robots,animals,plants it can also talk to rocks ,moon ,sand ,stars, asteroid or meteor on a neural dataset with raspberry pi and Arduino using seismic vibration frequency from an oscilloscope to human readable output (Texts).


We called it the invisible spectrum LLM pattern recognition.

An AI naming app of babies with dataset of all ethnic groups and religion in Nigeria with gender after 5 seconds survey the app generates a suitable name for the child .

German tech event about computing and AI

Figma,Google Snitch , and to build jetpack compose apps design with Claude code or Codex then add the key features using images isn't that accurate. The next step is adding the features using are and debugging the codes.

Physical AI demands a new standard of safety. NVIDIA Halos brings the full-stack platform proven in autonomous vehicles to the next generation of humanoids and industrial robots.

Nvidia and Unitree are making robotics more knowledge accessible. As a robotics engineer or company with ideas you can offer contributions in Opensource it will boost your portfolio both giants are making robotic engineering easier to learn for both beginners and expert level.


https://github.com/NVIDIA/halos-outside-in-safety

iLegendd:
And as always, below is our current situation.

CoinCodex shows BTC at $64,164-$64,481 today, with sentiment bearish and Fear & Greed at 20 “Extreme Fear”. Cycle high since last low is $67,276, so $67K-$68K sits just above current price and near recent resistance.

Short-term CoinCodex 1-month forecast points to ∼$78,840, and 5-day prediction saw $78,817 target. Key resistance levels listed include $66,364 and $68,581. $68K is marked as a reclaim level that could reset direction.

So $67K-$68K is possible if BTC breaks $66K support and flips $68,581 resistance. But high volatility 8.12% + bearish structure means it needs volume + reclaim.