Adoperator

You’ve heard the stories. You know the ones i’m talking about- the mom and pop cafe puts $100 into a Facebook campaign and overnight it turns into the latest hipster hangout; the e-commerce startup with ailing sales who drops their last pennies into an ad that generates a 500% ROI overnight, bringing them back from the brink of shutting down….

Facebook Ads Are Not Your Silver Bullet

Buck introduces Bitcoin Dollar with 7% rewards. Veteran tech founder Travis VanderZanden enters crypto savings market.


Can Bitcoin-Backed Tokens Compete With Traditional Savings Accounts? Buck Thinks So

This article takes a step back and examines how AI is being applied across the full lifecycle of operating global production systems

Principles for Operating Large-Scale Production Systems With AI-Augmented Operations

Like humans, LLMs generate sloppy code over time - just faster. Learn how to use multi-model reviews and formal code analysis to ensure code quality.

Can LLMs Generate Quality Code? A 40,000-Line Experiment

When systems scale output faster than understanding, trust erodes quietly. A systems view of AI slop, demo culture, and market crashes.

AI Slop, Demo Culture and Market Crashes Are the Same System Failure

A roundup of 10 standout C and C++ bugs found in open-source projects in 2025.

10 Noteworthy C and C++ Bugs Found in Open-Source Projects in 2025

The U.S. Virgin Islands is accusing Meta of deliberately profiting from scam advertising.

U.S. Virgin Islands Lawsuit Finally Calls Time On Meta’s Profitable Scam Ad Machine

If you'd like to check whether your project has similar issues, now's the time to use a static analyzer.

The 10 Most Interesting C# Bugs We Found in Open Source in 2025

We audit Erlang/OTP’s decades-old C and NIF code with PVS-Studio, surfacing logic bugs, buffer risks, undefined behavior, and leaks in battle-tested systems.

The 1980s Code Powering Modern Reliability—and the Mistakes It Still Makes

The silent crisis of on-chain bots - why most Web3 ‘users’ aren’t real. That’s a bigger problem than you think


When Wallets Lie - Measuring Real Users in a Bot-Driven Web3

Shiny hardware will get the applause at CES 2026. But for these two categories, I'm betting software's what will bring in cold, hard cash. 

Ahead of CES 2026: Cameras and Maker Tools May Be Turning Into Software Businesses

SQD Network launches Portal Pools, replacing token emissions with enterprise revenue. Here's what it means for blockchain data infrastructure.

SQD Network Just Killed Token Emissions. Here's What $16 Billion in DeFi TVL Pays Instead

A practical guide to re-prompting: the 5-step loop that turns vague LLM prompts into stable, structured, production-ready outputs.

Re-Prompting: The Loop That Turns “Meh” LLM Output Into Production-Ready Results

An AI agent without memory is just a script. An agent without guardrails is a liability. The 7 critical pillars of building production-grade Agentic AI.

The Seven Pillars of a Production-Grade Agent Architecture

We built, learned, traveled, collaborated, and celebrated — with many more milestones to come!

SDG 2025 Year in Review: A Bold Leap Into the Future of Social Discovery

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