Posts

Browse all articles covering artificial intelligence, AGI development, machine learning, and technology insights with practical perspectives.

• DeepSeek V4: the lab drawing the blueprints for future LLMs

  
  Published: 21 Apr, 2026 |  at  02:00 AM

  DeepSeek V4 is the model I am waiting for most in 2026, not because of the benchmark race, but because of what its architectural choices reveal about how future LLMs may be built.

• Comprehension Debt: ADRs as an Act of Technical Sovereignty

  
  Published: 17 Apr, 2026 |  at  02:00 AM

  A field report on how I am now untangling a multi-agent framework launched too quickly in the euphoria of vibe coding 2025, and why the right question is no longer simply "does it work?"

• HyperAgents: An Exploration Machine, Not a Production Architecture

  
  Published: 16 Apr, 2026 |  at  02:00 AM

  A critical reading of the HyperAgents paper: why this self-modification approach is most useful as an exploration machine for discovering agent engineering patterns, rather than as a target production architecture.

• 5 underrated uses of embeddings

  
  Published: 13 Apr, 2026 |  at  02:00 AM

  Five practical and often overlooked uses of embeddings to detect drift, map skills, cluster support tickets, find duplicates, and surface hidden incidents in logs.