Blog
Ideas, evaluations, and launch notes.
We publish technical breakdowns, product learnings, and client-side best practices.
Beyond Vibe Coding: How I Learned to Actually Work With AI
agent
I stopped treating AI like a magic code printer and started treating it like a junior developer who's brilliant but has amnesia. The shift? Going from "vibe coding" to what I'm calling Systematic Agent Orchestration.
How SMEs Can Practically Implement AI in 2025: A No-Nonsense Guide
Enterprise
SMEs shouldn’t chase headline AI breakthroughs like DeepSeek; focus on proven tools that deliver ROI. The “AI Maturity Ladder” moves from ready-to-use tools to process optimization, then data security and compliance. A phased plan covers setup (weeks 1–2), integration (weeks 3–4), and scaling in month 2. The core advice: prioritize practical solutions, avoid complexity, train teams, and protect data.
DeepSeek's Breakthrough: When AI Learns to Think Without Supervision
Model
A deep dive into DeepSeek's revolutionary R1-zero model and its implications for AI development