Software Development at Program Tom LTD
Place for coding, programming, development and software in general.
The large language models (LLMs) modify the human behaviour – Instead of the search engines – autocompleting their untyped words, now the LLMs need specific details so the result to be the desired result. GPT-4, Llama, DeepSeek etc, are changing how humans interact with technology, particularly in terms of how we formulate queries and requests….
General Purpose LLMs may not have the most up-to-date information on specific technologies or services. This is due to several reasons: Data limitations: The training data is sourced from a snapshot of the internet at a particular point in time. This means it may not have access to the latest developments or updates. Knowledge graph…
AI advancements (especially code-generating agents and LLMs) dramatically raise the stakes for testing, observability, and deployment automation. The faster and more fluid code changes become through prompts, the more critical it becomes to have a safety net that catches problems before they reach production. Why this matters more now AI can generate large volumes of…
To Integrate AI into an existing system with specific requirements and logic, especially when moving from traditional tools to more advanced technologies like Large Language Models (LLMs) or other AI tools, requires a systematic and gradual approach. Here’s a high-level roadmap for Progresively integrating AI into your system: 1. Understand the Existing System Document Requirements:…
AI Agent is not something new or revolutionally – it is LLM combined with with sub-modules that execute the recommendations of it. The MCP (Model Context Protocol) and agent-style LLM workflows (like those in LangChain, LlamaIndex, CrewAI, AutoGen, etc.) can often be reduced to a planning → execution loop powered by an LLM, with tools…
People skills often outweigh pure technical mastery when it comes to Making Money, especially in the long run. Here’s why, broken down simply: 1. Money flows through people 2. Technology is a commodity; relationships aren’t 3. Trust > Features 4. Network = Net Worth (literally) That said: Tech still matters—a lot Real-world proof: Is it…
Building а production-grade tools and services that tackle complex, real-world scenarios you need Advanced Debugging Tools and Services for Flutter and Java Developers. These are geared toward enterprise-scale apps, where bugs can cascade across microservices or platforms. For part one go to https://programtom.com/dev/2025/10/12/beginners-debugging-nightmares-top-10-tools-and-tricks-for-faster-fixes-flutter-java-edition/ 🧰 11. Sentry or Firebase Crashlytics for Flutter (Error Monitoring Service) Best…
Apple M-Series, Migrating from HDD to SSD and from Windows to Linux are some of the significant strategies that impact on Coding Productivity, particularly in terms of compilation times, project indexing, builds, and general responsiveness. 🔄 HDD to SSD Migration Improvements: Faster project load times – IDEs like IntelliJ, VSCode, Android Studio, etc., will open…
Here is how to increase productivity, speed of delivery of functionalities, reduce errors, and improve flow of Software Development & Coding. Several of the tips here come from practice and experience and not from Chat witb GPTt. 🤖 1. Use LLMs as On-Demand Coding Assistants GitHub Copilot / CodeWhisperer / Cody (Sourcegraph): Inline suggestions, boilerplate…
I’m seeing colleagues registering less traffic – from SEO and social and this goes directly to an idea that I have/had – the Platform Providers are the Gatekeepers of Users. That is why many marketers during all the social media time preferred email. Now with the evolution of the internet – it is also Telegram…