Engineering Certainty
Strategic Intelligence & Technical Briefings
TAX consultant agent by Kusmus AI the Tax financial adviser for the common man
Discover Kusmus AI, the revolutionary tax financial adviser making expert tax consultation accessible and affordable for the common man. Learn how this AI-powered agent simplifies complex tax codes, maximizes your returns, and offers personalized financial guidance year-round, ensuring everyone can navigate their finances with confidence.
Read Declassified Briefing →Vibe Coding and No thinking Makes Johnny a Bad Programmer
This blog post explores 'vibe coding' – the practice of coding without deep thought or planning – and argues that while it offers immediate gratification, it ultimately leads to poor code quality, technical debt, and stunts a programmer's growth, turning 'Johnny' into a bad programmer. It advocates for deliberate thinking, planning, and understanding as essential for building robust software and fostering true development skills.
Read Declassified Briefing →With Gemini 3 comes great responsibilities for a developer
Gemini 3's arrival marks a significant leap in AI capabilities, empowering developers with unprecedented multimodal understanding and reasoning. This power, however, comes with a critical mandate for developers to embrace profound responsibilities across ethics, safety, privacy, and transparency, ensuring its benefits are realized responsibly and equitably for all.
Read Declassified Briefing →Hosting LLMs like DeepSeek R-1 using Pocketpal ON mobile phones
This blog post explores how Pocketpal is revolutionizing mobile AI by enabling powerful Large Language Models (LLMs) like DeepSeek R-1 to run directly on smartphones. It discusses the challenges of on-device LLM inference, how Pocketpal overcomes them through optimization and efficient execution, and the significant benefits this brings, including enhanced privacy, offline access, and new possibilities for mobile AI applications.
Read Declassified Briefing →Cost of a secured self-hosted A.I infastructure in the Nigerian Market and Why it is worth the investment
Exploring the substantial yet strategic investment required for a secured self-hosted AI infrastructure in Nigeria, this post breaks down the costs of hardware, software, security, and personnel. It argues that the long-term benefits of data sovereignty, unparalleled performance, enhanced control, and a significant competitive advantage far outweigh the initial outlay in the dynamic Nigerian market.
Read Declassified Briefing →Fine-Tunning a coquis tts model to get YarnGpt results for customer care real time operations
This blog post explores the process and benefits of fine-tuning a Coqui TTS model to achieve highly natural, brand-consistent, 'YarnGPT-like' voice results for real-time customer care operations. It covers data preparation, model training, evaluation, challenges, and the transformative impact on customer experience and operational efficiency.
Read Declassified Briefing →Fine Tuning Deepseek-R1-Llama with unsloth and google colab
This blog post guides you through fine-tuning the Deepseek-R1-Llama model using Unsloth on Google Colab. It covers the 'why' behind fine-tuning, the benefits of Deepseek-R1-Llama and Unsloth, and provides a step-by-step tutorial from environment setup and data preparation to training, inference, and saving your specialized model.
Read Declassified Briefing →Microsoft Agent Lightning and it's impact to Agentic A.I
This section explores how Microsoft's rapid advancements in agentic AI, metaphorically termed 'Lightning', are fundamentally redefining autonomous systems and providing significant strategic advantages for platforms such as Kusmus AI.
Read Declassified Briefing →Cost of a secured self-hosted A.I infastructure in the Nigerian Market and Why it is worth the investment
This section provides a detailed breakdown of the costs associated with establishing a secured self-hosted AI infrastructure in Nigeria and unequivocally justifies this significant investment for Kusmus AI. It highlights superior data security, performance optimization, long-term cost predictability, and strategic independence as critical drivers for this strategic capital allocation.
Read Declassified Briefing →The opportunities of A.I agents in the Nigerian Security Market
The integration of AI agents presents an undeniable and transformative opportunity to fortify Nigeria's security infrastructure, establishing new paradigms of operational certainty and effectiveness through intelligent automation and predictive capabilities.
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