MegaObzor Tech

Anon's general theory on the endgame of AI

hi lurker here, throwaway account here, unknown genius here, figured this is a good place to share my thoughts...First, I begin with the following statement and posit it to be true: AI(Artificial Intelligence) reads, sees, and listens to vastly more things than any human can ever do in order to produce an informed conclusion(i.e. a decision), yet human agents have the capability of reaching the same or even better decision.I present the following theory: AI will have no incentive to take into co

Why the Internet Built for Friends Felt More Meaningful Than AI

At the beginning of the social internet there was a very simple promise. Technology would help people stay connected to those who were already part of their lives. There was no obsession with “audiences”, no creator economy, no algorithms deciding what you should watch next. The center of everything was human relationships. That is why platforms like Facebook, Orkut and even early YouTube felt meaningful to millions of people. They worked as extensions of real social life.Today the situation is

The internet is being flooded with AI content. How can we tell what is human?

The internet is entering a strange phase. For two decades, the main challenge for digital platforms was managing an overwhelming amount of content produced by people. Today the nature of the problem has shifted. What is growing fastest is no longer the number of humans posting online, but the number of machines doing it.Bots write articles, generate videos, compose music, post comments and even simulate debates. In many cases they do this faster, cheaper and at volumes no human team could realis

Building a better tool for documenting software architecture

Having spent extensive time researching options to document software architecture, not finding a satisfying solution to serve my needs, I’ve decided to build something that does.I want to make it worth the effort by founding this project on solid data, using the jobs-to-be-done framework and outcome driven innovation (ODI) to identify underserved needs in the segment.I’ve created a ~15 minute survey to establish that foundation: https://forms.gle/2dtEAad6xirS4Ejy5The aggregated re

If you are selling an AI Software product, read this

Everyone you are selling to has access to Gemini, ChatGPT, or Claude.If its a problem worth paying money to fix, they have already tried to solve their problem with one of these tools. They may already be using these tools (along with some automation tools) for a partial solution.They have seen how it works, or doesn't work. They have some sense of the limitations of these tools.Example: If you make a claim of "Run your blog on autopilot" you have to show me how you have solved th

Show HN: DenchClaw – Local CRM on Top of OpenClaw

Hi everyone, I am Kumar, co-founder of Dench (https://denchclaw.com). We were part of YC S24, an agentic workflow company that previously worked with sales floors automating niche enterprise tasks such as outbound calling, legal intake, etc.Building consumer / power-user software always gave me more joy than FDEing into an enterprise. It did not give me joy to manually add AI tools to a cloud harness for every small new thing, at least not as much as completely local software that

Show HN: AC-trace–map acceptance criteria to code and tests,then mutate the code

I built a small open-source tool to explore a software confidence gap that seems to be getting worse with AI-assisted coding.Passing tests and coverage are often weaker signals than teams assume. Code can be exercised, tests can pass, and yet the actual acceptance criteria may still be only weakly protected.More about the problem: https://www.dmytrohuz.com/p/i-built-ac-trace-to-question-theac-trace maps acceptance criteria to code and tests, then mutates the mapped code to ch

A job ad for Agentic AI Advocate

I saw that Revenue Cat is hiring an agent."Today, a new type of creator is emerging: the autonomous AI agent. Agents are now building, shipping, and growing apps, and many of them are using RevenueCat. This isn’t a hypothetical future; it’s happening now. We’ve seen agents like KellyClaudeAI build dozens of apps from scratch, and agents like Larry (created by our own Oliver Henry) drive millions of TikTok views and thousands of new customers for their apps. We believe this new community of

This New Company Will Build Ukraine’s Deadly Drone Boats For Western Militaries

Ukraine's drone boats have swept Russia's navy from the Black Sea. Now, startup Uforce plans to build drone boats, bombers ...

Ukraine's new drone-hunting buggy needs to be seen to be believed

Militaries have had to get creative with anti-drone technology due to the proliferation of drones on the battlefield. Ukraine ...

Armed robots take to the battlefield in Ukraine war

Ukraine has embarked on a programme to deploy armed robots on the battlefield against Russian forces.

Ukraine Opens “Iron Polygon” Testing Hub to International Defense Tech Partners

Ukraine’s military has successfully tested over 250 new defense systems using its "Iron Polygon" innovation hub alongside international partners.

Novel interceptor drones bend air-defense economics in Ukraine's favor

Artificial intelligence plays no role yet in interception missions - today it is still manual ramming or close-in detonation.

Uforce Hits $1B Valuation, Becoming Ukraine’s First Defense Tech Unicorn

London-based startup Uforce has secured $50 million in seed funding, officially becoming the first Ukrainian-founded defense tech unicorn.

Ukraine's Military Is Using Unmanned Ground Robots That Could Change Warfare

Since the Russia-Ukraine war began in 2022, military leaders around the world have drawn lessons from it about an ever-evolving technological landscape. Both sides continue to deploy and counteract ...

The Best Accounting Software for Small Businesses in 2026

To help you effectively understand and manage the finances of your small business, we've tested the top accounting software based on customization, features, ease of use, value, and more.

Guidewire Software (GWRE) shares skyrocket, what you need to know

What Happened? Shares of insurance software provider Guidewire Software (NYSE:GWRE) jumped 5.9% in the afternoon session after the company reported better-than-expected fourth-quarter 2025 results and ...

3 under-the-radar software stocks ready to bounce

Is the software downtrend finally nearing the bottom? It might be too soon to tell for the industry as a whole, but the ...

David Gardner: Software makers must evolve quickly to accommodate AI

The theory goes like this: Soon, users will simply ask an AI to do the things they previously did through SaaS subscriptions. Voilà: No more need for software.

Stripe CEO's AI-era software pitch: Start serving it like pizza

Patrick Collison said that software should be made on demand "like pizza" amid fears that AI will replace software.