Welcome to my blog, the following topics are covered here;

Artemis II: Breaking the Distance Record

As the Orion spacecraft sweeps around the lunar far side, the four-person crew of Artemis II is doing more than just testing hardware—they are venturing further into the cosmos than any human being has ever traveled. Surpassing Apollo 13 For over five decades, the record for the farthest distance humans have traveled from Earth was held by the crew of Apollo 13. In April 1970, due to an emergency “free-return” trajectory, Jim Lovell, Jack Swigert, and Fred Haise reached a distance of approximately 400,171 kilometers (248,655 miles) from Earth. ...

April 7, 2026 · 2 min · James M

Quantum Computing: A Threat to Bitcoin?

Overview Quantum computing represents one of the most significant theoretical threats to modern cryptography. For Bitcoin, the primary concern lies in the potential for quantum computers to run Shor’s Algorithm, which could efficiently solve the discrete logarithm problem that secures Bitcoin’s public-key cryptography (ECDSA). The Vulnerabilities ECDSA (Elliptic Curve Digital Signature Algorithm) — Currently used to sign Bitcoin transactions. A sufficiently powerful quantum computer could derive a private key from its corresponding public key. Public Key Exposure — While Bitcoin addresses are hashed (providing a layer of protection), the public key is revealed to the network when a transaction is initiated, creating a window of vulnerability before the block is mined. Mining (SHA-256) — Grover’s Algorithm could speed up mining, but this is a quadratic improvement rather than exponential, meaning it could likely be mitigated by increasing network difficulty or hash rates. Mitigation and Post-Quantum Bitcoin The Bitcoin community is well aware of these risks. Potential solutions include: ...

April 7, 2026 · 2 min · James M

Boosting Productivity: Essential Habits for Personal Growth

Introduction In today’s fast-paced world, personal development and productivity are more crucial than ever. It’s not just about doing more, but about doing the right things more effectively to lead a fulfilling life. Cultivating essential habits can be the cornerstone of significant personal growth and sustained productivity. This post delves into practical strategies and habits you can adopt to unlock your potential. Setting Clear Goals The journey of personal development begins with a clear destination. Without well-defined goals, efforts can be scattered and ineffective. ...

April 6, 2026 · 3 min · James M

Modern Data Engineering on Databricks (2026 Guide)

The 2026 Databricks Baseline Databricks in 2026 looks much more opinionated than it did just a few years ago. For most new data engineering work, the default stack is now clear: Unity Catalog for governance managed tables where possible serverless compute for notebooks, SQL, pipelines, and jobs Lakeflow Declarative Pipelines for batch and streaming data products liquid clustering instead of old-style partition design for many workloads That shift matters because the platform has moved beyond “bring your own clusters and tune everything manually.” The modern Databricks approach is increasingly declarative, governed, and automated. ...

April 6, 2026 · 7 min · James M

Rebuilding Your Life With Small Systems

There are periods in life when big goals feel completely unrealistic. You might know what you want in theory: more energy, more clarity, better health, stronger finances, a calmer home, a more meaningful life. But when you are tired, emotionally stretched, or rebuilding after a difficult chapter, the idea of “transforming your life” can feel absurdly far away. This is where small systems become powerful. Not dramatic reinvention. Not a perfect morning routine copied from the internet. Not a 90-day personal reset with colour-coded trackers and impossible standards. ...

April 6, 2026 · 6 min · James M

What Actually Belongs in My AI Dev Stack in 2026

There is a big difference between using AI for development and having an actual AI development stack. Most developers still seem to be operating with a single-tool mindset. They pick one assistant, one model, one editor, and then expect it to handle everything from planning and architecture to implementation, debugging, review, and documentation. That approach breaks down quickly. In practice, the best AI workflow in 2026 is not about finding one perfect tool. It is about assembling a small stack where each part has a clear job. Fast models handle cheap iteration. Stronger models handle harder reasoning. Specs keep the whole process coherent. Review loops stop you from shipping nonsense with confidence. ...

April 6, 2026 · 8 min · James M

NASA Artemis II

Mission status note: this page includes a time-sensitive status snapshot from April 6, 2026. For live updates, use the official NASA links below and the site tracking page. In Brief Artemis II is NASA’s first crewed mission of the Artemis program and the first time astronauts have traveled toward the Moon since Apollo 17 in 1972. The mission uses NASA’s Space Launch System (SLS) rocket and Orion spacecraft to send four astronauts on a roughly 10-day journey around the Moon and back to Earth. ...

April 6, 2026 · 3 min · James M

GPU Servers vs AI API Credits: The Real Cost Breakdown (2026)

🧠 GPU Servers vs AI API Credits: The Real Cost Breakdown (2026) If you’re building anything with LLMs right now, you’ll hit this question sooner than you expect: Should I rent a GPU and run models myself, or just pay for API credits? At first glance, APIs feel expensive. GPUs feel powerful. But the real answer is more nuanced—and getting it wrong can cost you a lot. Let’s break it down properly. ...

April 5, 2026 · 3 min · James M

DevOps in the Age of AI Agents

For years, DevOps has been about breaking down silos and automating the software delivery lifecycle. We moved from manual deployments to Jenkins scripts, then to YAML-defined pipelines, and eventually to Infrastructure as Code (IaC). But in 2026, the bottleneck is no longer the speed of the pipeline—it’s the speed of human decision-making within that pipeline. We are entering the era of Agentic DevOps. From Automation to Autonomy Traditional DevOps automation follows a strict “if this, then that” logic. AI-driven DevOps uses reasoning models to handle the “I’m not sure, let me figure it out” scenarios that typically stall a release. ...

April 5, 2026 · 3 min · James M

Data Engineering Blogs

Modern Data Stack & Engineering Start Data Engineering - Practical guides and projects for building data platforms. Seattle Data Guy - Insights into the business and technical aspects of data engineering. Airbyte Blog - Focused on data integration, ELT, and the future of data movement. Databricks Blog - Deep dives into Spark, Delta Lake, and Lakehouse architectures. LakeFS Blog - Focus on data version control and best practices for data lakes. The Data Engineering Podcast - Comprehensive discussions on the tools and techniques of data engineering. Eclectic Data - Technical deep dives into data infrastructure and distributed systems. A16Z Data & AI - High-level perspectives on the evolution of the data industry. Benn Stancil’s Blog - Thought-provoking commentary on the analytics and data engineering world.

April 5, 2026 · 1 min · James M