Software Development and AI Insights
Insights
Thinking out loud.
Honest perspectives on software, AI, and technology decisions. No thought leadership fluff. Just things we’ve learned building software for businesses that care about getting it right.
21+
Articles published
ArticleAILegal
AI Tools and Client Data: A Technical Note for Legal Practitioners
A technical follow-up to UKUT 81 (IAC). Explains what open source and public domain mean in their correct technical and legal contexts, sets out the consumer vs enterprise distinction that matters for compliance, covers UK GDPR obligations, legal privilege risk, and how ISO 42001 governance strengthens a firm's position. Co-authored by Naz Keceli and Khiliad Ltd.
Naz Keceli14 March 2026
ArticleAI
AI is changing jobs. Here is where it is happening, where it is not, and what it means for law.
New Anthropic research shows where AI is actually changing work, not just where it theoretically could. The legal sector faces real exposure in document-heavy tasks, even as courtroom work remains protected.
Jimmy Skowronski6 March 2026
AIArticle
Taalas HC1 Review: The AI Inference Chip That Changes What Fast Means
The Taalas HC1 hardwires Llama 3.1 8B into silicon and delivers up to 17,000 tokens per second. We tested it. Instant inference is real.
Jimmy Skowronski24 February 2026
AIArticle
AI Readiness in 2026: What Enterprise Failures Teach SMEs About Getting the Basics Right
Enterprise AI failures in 2025 offer a masterclass for SMEs. The winners in 2026 won't move first—they'll move smart.
Naz Keceli23 January 2026
ApproachAIArticle
AI in Software Development: Balancing Innovation with Quality
Exploring how professional developers balance AI coding tools with human expertise to deliver faster custom software without compromising quality.
Jimmy Skowronski16 May 2025