Ideas & insights
Thinking for people building what’s next.
Featured insight · June 2026
Why Most Agtech AI Never Makes It to the Field
Every week there is a new headline about artificial intelligence transforming agriculture. Computer vision that spots disease before the human eye can.
Read insight02 · Apr 2026
Anthropic's Managed Agents: What They Are and Why Your Business Should Care
Anthropic recently published a deep engineering post on their new Managed Agents service.
03 · Apr 2026
What is GEO (AEO)? Why is it important?
GEO, Generative Engine Optimization, Think SEO but for LLMs. Customers are no longer relying on just google for finding you, they are asking ChatGPT.
04 · Apr 2026
The Claude Code Leak: What Actually Happened and What Developers Found Inside
On March 31, 2026, Anthropic accidentally shipped the entire source code of Claude Code to the public npm registry.
05 · Apr 2026
AI Architecture Overview
This post breaks down the three patterns that show up in almost every serious AI application: RAG, agents, and multi-agent systems.
06 · Apr 2026
Context Engineering: The Skill That's Replacing Prompt Engineering
Context engineering is the practice of figuring out what configuration of context is most likely to generate your model's desired behavior.
07 · Apr 2026
Memory in AI Agents: How It Works and Why It Matters
Memory management is vital when developing custom LLM-agent applications, enabling them to store and retrieve past executions to improve task performance.
08 · Feb 2026
AI Agents: The Hype, The Reality, and Why 95% of Projects Still Fail
AI agents are everywhere right now. Every tech company, every startup pitch deck, every
09 · Feb 2026
Why Are Current RAG Systems Bad?
Most RAG pipelines use simple PDF text parsing that strips away math equations, images, tables, charts and layouts.
010 · Jan 2026
CalwdBot? MoltBot? OpenClawd?
AI is moving fast, really fast, this week alone we had a new tool come out that has taken over the internet by storm. It started out as ClawdBot...
011 · Dec 2025
The Future of Cattle Farming and AI, CattleOS.com
What does the future of cattle farming look like? How can AI be used to increase Gain?
012 · Nov 2025
Why Off-the-Shelf Software Fails Agriculture, Mining, and Oil & Gas, And What to Do Instead
“Why does this software keep crashing when I’m in the field? Why can’t it track my equipment’s real-time fuel usage? Why won’t it talk to my sensors?"
013 · Nov 2025
What's happening with AI?
In 2025, artificial intelligence is accelerating at an unprecedented pace, transforming industries and redefining what’s possible with technology. Several recent breakthroughs and emerging trends are shaping the AI landscape this year, underscoring how AI is becoming more powerful, versatile, and integrated into every facet of business and society
014 · Jul 2025
Why Custom Software is a Game-Changer for Local Businesses in Manitoba
In today's fast-paced business landscape, off-the-shelf software often falls short of meeting the unique demands of growing companies. While generic solutions might offer a quick fix, they rarely provide the competitive edge needed to truly thrive.
015 · Jul 2025
How AI Is Helping Agriculture Businesses Grow
See how Canadian agri-businesses are using AI software to boost productivity, reduce waste, and predict crop outcomes. Bytesavy builds smart solutions for farmers and ag-tech companies.
016 · Jul 2025
Why Canadian Businesses Are Turning to Custom Software in 2025
Discover why custom software is becoming essential for Canadian businesses in 2025—from operational efficiency to AI integration. Learn how Bytesavy helps companies grow with tailor-made digital solutions.
017 · Feb 2025
Introducing CanMade: Your Gateway to Supporting Canadian Products
We're thrilled to announce the launch of CanMade, our innovative mobile application designed to help Canadians easily discover and support locally made products. In an era where conscious consumption is more important than ever, CanMade bridges the gap between Canadian manufacturers and consumers who want to support local businesses.
018 · Feb 2025
Meet Alibaba's Qwen 2.5: The AI Model That’s Shaking Up the Tech World
I feel like it was just yesterday when I was writing about a New AI to come from China. Introducing Alibaba's answer to the rapidly growing AI LLM market. This new AI is called Qwen. A groundbreaking AI model that claims to outperform some of the biggest names in the industry. From OpenAI’s ChatGPT to DeepSeek and Meta’s Llama, Qwen 2.5 isn’t just making waves; it’s causing ripples across the global AI landscape. So, what exactly is Qwen 2.5, and why should you care? Let’s dive in
019 · Jan 2025
The AI Cold War Heats Up: OpenAI Claims Chinese Rival Used Its Tech to Build Competitor
In a dramatic development that's sending shockwaves through the AI industry, OpenAI has accused Chinese startup DeepSeek of using its proprietary technology to build a competing AI model. This revelation has not only highlighted the growing tensions in the global AI race but also raised serious questions about intellectual property protection in the rapidly evolving artificial intelligence landscape.
020 · Jan 2025
DeepSeek: The Chinese AI Startup Disrupting Global Tech
A new player in artificial intelligence has emerged from China, challenging the dominance of U.S. tech giants and threatening to reshape the global AI landscape. DeepSeek, a Hangzhou-based startup, has captured worldwide attention with its latest AI models that claim to match or exceed the capabilities of industry-leading U.S. models at a fraction of the cost.
021 · Jan 2025
What is DeepSeek r1?
Learn about the new DeepSeek r1 that was released only 2 days ago! This new and exciting model, beats OpenAI's o1 in a lot of the initial testing done so far.
022 · Jan 2025
Generative AI: The Creative Revolution That's Changing Everything
Remember when AI was just something from sci-fi movies? Well, those days are long gone. As someone who's been closely following the tech world, I've watched generative AI transform from a fascinating concept into a technology that's revolutionizing how we create, work, and express ourselves. Let's dive into this incredible journey and explore what it means for all of us.
023 · Jan 2025
The Convergence of AI and Cybersecurity: Opportunities and Challenges
In recent years, the intersection of artificial intelligence and cybersecurity has emerged as a critical frontier in our digital landscape. As cyber threats grow increasingly sophisticated, organizations are turning to AI-powered solutions to defend their digital assets. However, this technological marriage brings both promising opportunities and significant challenges.
024 · Jan 2025
AI Agents: The Next Evolution in GenAI
In the rapidly evolving world of artificial intelligence, a new paradigm is emerging that promises to bridge the gap between AI models and real-world applications: AI agents. While large language models have impressed us with their ability to generate text and understand complex queries, they've been limited by their inability to interact with the outside world. AI agents are changing that, and here's how.
025 · Jan 2025
AI Tools for Coding 2025
Here are our picks for the best AI tools to help you code
026 · Jan 2025
Some AI tools that are useful for Businesses 2024
These are some tools that are useful for businesses as of 2024
027 · Jan 2025
Why Your Business Needs a Mobile App in 2025: Beyond Digital Presence
In an era where smartphones have become the primary gateway to consumer engagement, having a business app isn't just about staying current—it's about survival and growth. Discover why mobile apps have evolved from a luxury to a necessity, and how they're reshaping customer relationships, operational efficiency, and competitive advantage in 2025's digital-first marketplace.
028 · Nov 2024
Understanding RAGs in AI: Revolutionizing the Use of External Knowledge
In recent years, the use of AI models to answer questions, generate content, and assist with tasks has exploded. However, one limitation of many AI models, particularly large language models (LLMs) like GPT-3 and GPT-4, is that their knowledge is static. Once a model is trained, its knowledge is limited to what it learned during training, which means it can't access real-time information or dynamically incorporate new data after its training cutoff. This is where RAGs (Retrieval-Augmented Generation) come into play. RAGs are transforming how AI systems interact with external knowledge sources, enabling them to dynamically retrieve information and generate more accurate, up-to-date, and contextually relevant responses. In this blog post, we’ll explore what RAGs are, how they work, and why they represent an exciting advancement in the AI landscape.
029 · Nov 2024
Agile Software Development: A Guide to Building Better Software Faster
In today’s fast-paced world of software development, teams are under increasing pressure to deliver high-quality products quickly while adapting to changing requirements. Agile software development has become the go-to methodology for achieving this balance between speed and quality. By focusing on flexibility, collaboration, and iterative progress, Agile has revolutionized how development teams approach software delivery. In this blog post, we’ll explore the fundamentals of Agile software development, its core principles, popular frameworks, and best practices that can help teams deliver value more efficiently and effectively.
030 · Nov 2024
Understanding System Design: Building Scalable, Efficient Systems
System design is one of the cornerstones of modern software engineering, crucial for creating applications that are reliable, scalable, and efficient. Whether you’re preparing for a technical interview or architecting large-scale systems for real-world applications, understanding the principles of system design is key. In this blog post, we’ll explore the fundamentals of system design, key concepts, and some best practices for building robust, scalable systems.