AI
LLM vs LRM vs LDM
A concise guide to three model families shaping language, reasoning, and generation.
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2 min read
Eight Mile · Writing
Articles
Engineering notes, write-ups and the occasional opinion.
AI
Better PII Redaction
Combine rule-based detection with lightweight NER for safer, practical sensitive-data masking.
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4 min read
Databases
Vector Search in Postgres
Using pgvector for embeddings without adding another database, covering index choice, filtering, quantisation and the point at which you should move off it.
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9 min read
Databases
OpenSearch
A practical tour of how OpenSearch stores and scores documents, where teams usually go wrong with mappings and shards, and what it costs to run.
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9 min read
AI
Vector Databases
How similarity search works under the hood, what the index types trade against each other, and how to choose a store without over engineering the problem.
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9 min read
AI
Securing AI Systems
The threats specific to language model applications, why prompt injection has no clean fix, and the architectural decisions that actually contain the damage.
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9 min read
AI
LangChain and LangGraph
What each library actually does, where the split between them lies, when a framework earns its place in your stack, and when plain code is the better answer.
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6 min read
AI
LLMOps in Practice
What it takes to run a language model feature in production: evaluation, versioning, cost control, observability, and the failures monitoring never catches.
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7 min read
AI
How RAG Works
Retrieval augmented generation explained properly: what happens at each stage, why the retrieval half is where projects succeed or fail, and how to evaluate it.
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8 min read
Our Guides
Construction Company to £40K/Month in 3 Months
The exact steps we used to scale fast using Checkatrade, AI, and a quoting system that closed deals like clockwork.
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8 min read
Our Guides
Increase Sales
Close more deals with streamlined tools that drive smarter, faster sales.
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1 min read
Our Guides
Send Quotes Faster
Generate quotes faster with intelligent automation that saves time and boosts conversions.
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1 min read