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Harnessing agentic coding toward autonomous engineering: What we’ve learned so far

A CTO's hard-won perspective on moving AI beyond code generation, building the guardrails, review loops, and text-driven control planes that make autonomous engineering safe, reviewable, and realy.

AI engineering
Apr 1, 2026

All Articles

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Generative AI
Oct 24, 2024
A study comparing RAG & Fine-Tuning for knowledge base use-cases
This study illustrates again that the use-case informs & dictates the technology.
Cobus Greyling
Cobus Greyling
AI engineering
Oct 22, 2024
Get started using a lead capture template with a HubSpot integration
Revolutionize lead capture with Kore.ai's AI chatbot in HubSpot. Automate collection, enhance segmentation, and gain real-time insights to boost sales.
Alenis Fiallo
Alenis Fiallo
Generative AI
Oct 21, 2024
RAT — Retrieval Augmented Thoughts
Boost LLM reasoning with RAT — a smart blend of retrieval + chain-of-thought to improve accuracy.
Cobus Greyling
Cobus Greyling
Generative AI
Oct 16, 2024
Chain-of-Instructions (CoI) fine-tuning
This approach draws inspiration from Chain-of-Thought (CoT) prompting which generates step-by-step rationales from LLMs.
Cobus Greyling
Cobus Greyling
Generative AI
Oct 15, 2024
Evaluating LLM voting under scaling laws
Explore how performing multiple LLM calls and voting on results impacts output quality and scaling laws in large language model applications.
Cobus Greyling
Cobus Greyling
Generative AI
Oct 14, 2024
Small language models: Purpose & potential
Explore the power of Small Language Models (SLMs). Learn how SLMs like Orca 2 offer efficient, cost-effective reasoning for specific enterprise AI use cases.
Cobus Greyling
Cobus Greyling

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