Personal agents: context, access and trust
What using Hermes, Instinct and Codex taught me about execution environments, trust and letting personal agents work together.
Writing
Getting Untrapped by Vibe Coding
Why outsourcing understanding to AI leads to broken software, and how I use a High-Thought Planning workflow to fix it.
Continuous Integration And Agents
Everyone wants autonomous coding. But before we spin up the swarm, we need to build the guardrails.
Evolution Of Personal Site Dev
Three years of iteration. Moving from "tab-and-edit" with Copilot to full-blown orchestration. The code is no longer the bottleneck.
SG Data Analyst: Question-answering over a Dataset Repository with Reasoning Agents
Building an LLM reasoning agent that selects relevant data.gov.sg datasets via RAG and runs Pandas analyses to answer natural-language questions.