~hackernoon | Bookmarks (2019)

Most AI assistants fail not because the model is weak, but because they lack governed cognition — a disciplined thinking process that keeps them aligned with your goals over time. Without it, they drift, forget, and re‑solve problems you already addressed. The SIM‑ONE Framework is my governed cognition model for AI‑assisted development. It treats AI like a junior developer working under a shared playbook,...

IP geolocation accuracy can’t be judged by consensus alone, as many providers rely on outdated WHOIS data. IPinfo uses ground truth datasets and physics-based methods like ProbeNet for precise results. A proper evaluation involves verified ground truth, RTT triangulation, and clear metrics, ensuring data accuracy beyond trust or majority opinion.

Comp AI Raises $2.6M in Pre-Seed Funding to Revolutionize Enterprise Compliance with AI-Powered Automation. The funding round was co-led by OSS Capital and Grand Ventures, both bringing specialized expertise in backing innovative technology companies.

This article walks through building a custom MCP (Model Context Protocol) server using Golang, showcasing how developers can extend GenAI tools like Claude with their own capabilities. By creating a GitHub repository listing tool, the author demonstrates how LLMs can interface with local code via natural language prompts—no extra instruction needed. It also explores MCP's core components, SDKs, server-client architecture, and production tips like...

How are you, hacker? 🪐Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. Build the Future of Bitcoin Finance with Mezo’s Alpha Builder Program By @mezo [ 3 Min read ] Apply to Mezo's Alpha Builder...

EKS Auto Mode is a management enhancement for Amazon Elastic Kubernetes Service (EKS) It automates the setup and management of the infrastructure required for running workloads. It integrates deeply with AWS services like EC2, EBS, and ELB.

S3 cleanup is about saving your sanity as much as it is about saving space. Although Amazon's lifecycle rules may seem like a "simple" button, its timer-driven, one-size-fits-all logic frequently destroys valuables or accumulates trash. Building a cleanup "brain" that understands the true value of your data using cross-checks, usage patterns, and tags to determine what stays, what goes, and when is the wiser...

Build a Factory Test Code (FTC) framework to validate low-level software APIs in a Controller Area Network (CAN) environment, with a focus on Hardware-in-the-Loop (HIL) systems.

Modern society increasingly shields individuals and organizations from risk through laws, taxes, and safety nets. While these measures aim to protect the public, they also erode personal responsibility, limit freedom, and reduce the drive for excellence. True achievement requires skin in the game. Without real liability, there can be no real reward.

Goroutines let you run multiple operations in parallel within one request. By moving blocking, I/O bound tasks into goroutines, you can unlock performance improvements by making operations concurrent.

LLMs aren’t here to replace professionals - they amplify them. The real threat isn’t AI, but refusing to adapt. Learn, use, evolve - or get left behind.

In regulatory, clinical, and financial domains, language increasingly operates without referent and without subject. Documents that once required authorship and deliberation are now generated, compiled, or executed by systems that simulate neutrality. This paper asks: What is lost when legal grammar runs without judgment? The core claim: The syntactic execution of legal norms permits the elimination of the ethical trace, erasing authorship and displacing...

There is something satisfying about seeing the power of words bring people together or inspire change. The Great Debaters, Inkheart and Freedom Writers are some of the best movies that perfectly illustrate the power.

Customer engagement metrics like time on page, scroll depth, and interactions—are crucial for optimizing content performance and driving conversions. This article breaks down key engagement types, how to track them using GA4 and heatmaps, and how to act on those insights to improve UX, funnel performance, and content ROI. Practical tips, real-world examples, and tool suggestions help transform passive traffic into active, loyal users.

AI could help you create your own private contact room on WhatsApp 1.0. The system instantly sets up your own space—not a social network, but a digital living room just for trusted friends and family. With a small, trusted audience, there’s no incentive (or ability) for mass surveillance.

Alibaba has released Wan 2.2, the world's first open-source video generation model using Mixture-of-Experts architecture, delivering cinematic quality video generation with 27B parameters but only 14B active per step, making professional video creation accessible to consumer hardware.

Even small mistakes in AI predictions can cause real-world harm. Discover the one rule that makes AI trustworthy: traceability. If you can’t follow the path from input to output, don’t move forward. Learn why trust in AI begins where the answer ends.

Token burning is a way to reduce the total number of tokens in circulation. It can also be a tool for trust, competition, and utility. Some projects use token burning to reward users or make a system fairer.

Despite a boom in high-quality game development, most titles go unnoticed due to oversaturated platforms and outdated launch strategies. This article draws parallels with film and music to highlight how discovery—not content—is the industry’s true bottleneck. It advocates for new distribution models, from Fortnite’s UEFN and Roblox to embedded platforms like YouTube and Te

AI is no longer just a feature in mobile apps—it’s becoming the engine behind how they’re designed, built, and experienced. This article explores ten groundbreaking ways artificial intelligence is transforming mobile app development in 2025—from hyper-personalized UX and predictive design to generative tools, adaptive interfaces, enhanced security, and inclusive features. With NLP, computer vision, and machine learning at the core, modern apps are becoming...

From simplifying tasks with direct manipulation to generating code from examples, tracing how intelligent tools have always helped programmers tackle complex puzzles and bridge the gap between ideas and executable code.

Georgy Starikov, a software engineering manager at NVIDIA, shares how deep specialization in high-load, low-latency systems can distort engineering intuition. While performance tuning is essential in critical systems, applying those habits blindly to general business applications often leads to complexity and inefficiency. He emphasizes aligning engineering decisions with business goals, choosing simplicity and maintainability over premature optimization, and recognizing when performance isn't the priority....