More posts from other Thinkmill voices
AI search explained: indexing, retrieval and reranking
Organisational knowledge is usually spread across a dozen tools, and keyword search only finds results that match exact words. We run text search, embedding search and reranking on the same dataset, and find out how semantic search with a reranker returns the most relevant results for a query.
·12 min readYour agent believes that docs folder
The agent trusted a committed docs folder of generated artefacts over my instructions. I deleted the lot and lost nothing.
·8 min readAre your AI agents making progress or producing work?
We shipped a working MVP for the Tech Council of Australia in two weeks using an agentic development workflow. Along the way, we learned how easily agents can produce convincing work without moving a product forward, and why engineers still need to decide what progress looks like.
·5 min read
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