The importance of looking after your LLM's context window

When you send a chat message to a large language model LLM the text you enter gets converted into a list of numbers each one representing a fragment of text The LLM then generates a response as a list of numbers which then get converted back to each nu...

Is it worth learning a new programming language now that AI is here?

Cost of writing code with AI is now practically zero If a coding agent can write code for you in any language do we really need to learn a new language What would be the point In order to validate the output of AI we have to know what we are looking at...

Think about the feedback loop

Coding agents work best when there is a feedback loop that allows them to check their results In software engineering this typically means some sort of testing When working with your agent to add a new feature also work on the feedback loop the testing...

The importance of automating the right things

The danger of automation is that if you are not careful you can end up automating things that just don t matter as well as the things you do The by product of this is that you can end up creating a lot of work for yourself that doesn t contribute to yo...

The trust ladder: how much do you trust your AI agents?

There is a lot of buzz about AI software factories at the moment One of the big questions in this area is how can I trust the code is good when no human has reviewed it There is an interview between Lauren Tan aka Poteto and Matt Pocock that has some g...

Work on your workflow, not in it

Michael Gerber wrote in his book The E Myth Revisited Work on your business not in your business The basic idea is that you should build your business as a system and then get other people to run that system for you He said you should build your busine...

Put your tickets with your code

One of the core ideas of my skills repo https github com jodysalt skills is that all the tickets the type that would normally get added to Jira or GitHub Issues now live in your git repo as simple markdown files This is done for a couple of reasons 1 T...

Begin with the end in mind

Inspired by Tim Ferriss https tim blog and his approach to product validation I have added a new skill to my skills repo https github com jodysalt skills to help me micro test the market before actually building the product add landing page Here is an ...

Give your coding agent a glossary

Mixing domain language can cause confusion and muddy the picture Here is a good example Imagine you are a software engineer and I ask you to build a DB transfer management system Your first thoughts might be that you need to build some sort of database...

You might not need MCP

Today I have been tuning a spam filter on Blognami https blognami com and I wanted to make it easy for Claude Code to analyse spam that has slipped through the net My initial instinct was to bolt on a Model Context Protocol https en wikipedia org wiki ...