Getting my grocery receipts into ChatGPT the long way round
mcpaiapiautomationcrosscheckout·22 February 2026·10 min read

Getting my grocery receipts into ChatGPT the long way round

My grocery purchase history from online orders over the last few years is sitting in a database, ready for analysis with an LLM - but getting it there turned into a surprisingly interesting journey through the Model Context Protocol (MCP).

git·9 May 2025·5 min read

Managing Multiple Git Identities with Conditional Includes

If you contribute to both internal and client Git repositories - or juggle multiple client projects - keeping your commit authors and SSH credentials in order can get messy fast. Thankfully, Git offers a powerful feature to help with that: conditional includes. In this post, I’ll walk through how I use this approach to keep my Git identity and credentials scoped correctly depending on the project folder.

csviewmacos·13 October 2019·11 min read

MacOS Catalina — Notarization and App Store Signing with Java 11

With the release of macOS Catalina (10.15) there have been some changes to the way software needs to be signed. In particular, Apple has introduced a new Notarization service which allows developers to pre-register the digital signature of an application so that it can be later checked by the operating system when a user downloads software outside the App Store. I took this as a good opportunity to update to Java 11, and the rest of this article covers the changes I've needed to make to the packaging process.

go·23 February 2019·3 min read

Streaming multipart HTTP requests in Go

Having seen Peter Bourgon's post on multipart http responses come up in the Golang Weekly newsletter, I thought I would write some notes on a related problem I was looking at recently: how to stream a multipart upload to a remote HTTP server. My specific use case is to receive a stream from AWS S3, and pipe it into the upload API for Asana. It's probably ending up back in S3, but that's neither here nor there. The multipart writer provided with Go's standard library makes serving multipart responses really easy, but sending an HTTP request needs an io.Reader to provide a streaming request body, which doesn't fit nicely with the io.Writer based support. I found a couple of answers solving this problem, either by manually encoding the multipart headers or by running a separate goroutine to write into a pipe which can then be read by the HTTP client. I settled on something in between: writing the headers to a byte buffer, then slicing the buffer and composing an io.MultiReader from the parts and the body reader from the S3 getObject response.

gogenerics·13 August 2017·16 min read

Generic Adapters in Go

While playing about with ideas for generic types in Go, I have come up with what I'm calling a 'Generic Adapter'. The approach I've taken here is essentialy that described by Kevin Gillette in a 2013 Post to golang-nuts. It implements 'erasure-style' generics by wrapping the generic implementation of each method with an adapter function which handles type assertions for the caller.

gob2·15 December 2015·4 min read

Backblaze B2 Performance Part 2

After my earlier experiments with B2, I had an extremely interesting call with Backblaze about B2 features and performance. Firstly, they have recently added a caching layer to speed up serving repeatedly requested files. This reduces the delay as the file is reassembled from Reed-Solomon slices. They also suggested that I do some new tests, as they thought I should be seeing faster speeds, even for first-access.

gob2·30 November 2015·2 min read

Backblaze B2 and Go

I've been implementing a Go client library for the Backblaze B2 cloud storage service: go-backblaze. It works extremely well, but is a bit slow to get files back. Update 12th December: I've spoken to Backblaze, who have been working to improve performance. I have performed some new tests and written them up.

asana·25 September 2013·2 min read

Organise Asana Projects

UPDATE: Ditto - the successor to this tool - has now been launched. Please give it a go and let me know how you get on! I was faced recently with wanting to move Asana projects from one workspace to another. Unfortunately this isn't a feature in the Asana interface (yet). There's a PHP script floating around GitHub which will copy tasks between projects. This requires you to do some manual checking of project IDs, and you need to create the target project in advance, so I've extended the script and written a front-end web interface for it.

cloud storage·25 July 2013·14 min read

File sync and cloud storage client comparison

I've been trying out a number of file sync clients recently, finding that many are trying to solve the same problem and meeting with varying success. Probably the best-known service in this category is Dropbox, but nearly every big cloud services company, and a multitude of startups which base their services on top of them, are providing a 'cloud drive' of some description.

plexnginx·24 March 2013·4 min read

Plex, SSL and Nginx

I've been experimenting with the Plex Media Server, and decided to have a go at securing remote access to the 'Web Client' interface using SSL (by default it runs over an unencrypted HTTP connection). This post is essentially a gathering of instructions from where I found them on the internet.

Resampling for fun and profit
5 December 2012·1 min read

Resampling for fun and profit

I'm a co-author on a paper which was presented at RTNS this year. Sadly I didn't have time to attend the conference, but it's nice to have been able to contribute! Re-Sampling for Statistical Timing Analysis of Real-Time Systems

gwtdisqus·27 August 2012·4 min read

Dynamic Disqus Instantiation

I needed to use Disqus from a GWT app, so I needed to solve the problem of loading threads on demand as virtual pages in the app were changed. A small amount of reverse engineering and experimentation led me to construct a utility class (below). I also posted this answer on Stack Overflow.

spotify·10 May 2011·2 min read

Spotify for Linux media keys with DBUS

Now that Spotify has discontinued the free account, and restricted me to an 'open' account with only 10 hours of music a month, I've ended up paying for an 'unlimited' account. While I'm a little disappointed with this turn of events, it does mean I am now able to use the Linux client. It seems pretty decent so far, but I wanted to map some keys to do things like play/pause and next.

16 March 2011·5 min read

Lock-Free IPC

I was doing some reading a while back into lock-free algorithms for multi-threaded communication using buffers. The general idea is to use a circular buffer in shared memory to allow one process (or thread) to write data into a buffer so that another process can read it. The algorithm relies on atomic compare-and-swap") instructions, which are part of the x86 instruction set and also present in several other architectures which have features designed to assist with concurrency.

14 December 2009·1 min read

Enabling IMAP SSL and TLS encryption for mail-notifier under Ubuntu

After struggling all morning to find or compile a mail notification applet that supports TLS encryption under Ubuntu, I finally read all the way to the end of the Launchpad bug for mail-notifier ( all 119 comments) and found David Jurenka's time-saving PPA with SSL support enabled. Thanks David!

bash·4 September 2009·6 min read

Shorter Bash Prompts

I use Java a lot, and the common practice of naming java packages with long URI-derived namespaces often leads to my bash prompt becoming extremely long. Here's a script to display an abbreviated path on the bash prompt.

adacorba·10 November 2008·9 min read

Brief introduction to PolyORB

I've been experimenting with PolyORB at work, and the documentation, while fine for configuring and compiling your application, is sorely lacking on any help with implementing your CORBA servants. Here I'll attempt to provide some brief hints on how to do things that don't seem to be described in the documentation. The PolyORB mailing list is a good place to find more information. [Nov 2021]: The mailing list seems to have been defunct since around 2016