ai agents

Posts

• The Gen AI Plateau and the Failure of Autonomous Agents Jan 20, 2026

  ai agents large language model machine learning software engineering

  Have we hit the AI ceiling? Understand why prompt-only agents fail in production and why hybrid architecture is the only path to systems that actually deliver real-world value.

Background

• Full Stack Dev & Synthesia Lead (Trainee)

  September 2024 - August 2025

  ai agents angular nestjs python retrieval augmented generation

  Role: Full Stack & Synthesia Lead Developer

  Promoted to the Innovation Sector to architect Synthesia, a bespoke AI platform for the supplementary healthcare market used by giants like Hapvida.

  • RAG Architecture: Designed and implemented a Retrieval-Augmented Generation pipeline capable of processing diverse data sources with high precision.
  • AI Agents: Developed customizable LLM-based agents integrated with external enterprise systems via API.
  • Impact: Delivered a flexible, user-friendly toolset that accelerated AI adoption for clients, moving from concept to production-ready solution.