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Using Web Search with Claude Code API Billing
If you’re running Claude Code against your own API key or through a proxy instead of Anthropic’s native backend, you’ve probably noticed that the built-in WebSearch tool just doesn’t return results because it relies on a server-side API that only exists at Anthropic. Without web search, the agent cant research, so we built a self-hosted…
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Using Claude Code for things that aren’t code – gardening
Claude Code can do a lot of things. But can it keep a plant alive? The Plant: Act I — Fifty-Eight Days October 22 – December 19, 2025 On October 22, 2025, the moisture sensor read 1829, the first of 5,568 check-ins over fifty-eight days. The scale runs from wet at roughly 1100 to dry…
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Auto-switching SSH keys for work repos
I have a personal GitHub account and a corporate one, and I found it annoying to have to select the correct SSH key for work repos, so I configured git and SSH to pick the correct key for me. After initial setup, there are three config files to modify: After the initial setup, there are…
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The effects of batch size and linger time on Kafka throughput
By default, Kafka attempts to send records as soon as possible, sending up to max.in.flight.requests.per.connection messages per connection. If you attempt to send more than this, the producer will start batching messages, but ultimately if you saturate the connection so there are unacknowledged message batches pending, the producer enters blocking mode. We can optimise the…
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Using Claude Code for things that aren’t code – product comparisons
Claude Code is pretty amazing. It’s let me build prototypes and improve apps faster than I ever thought possible. But I was wondering – what else can it do? I’ve been using Emby for years, but recently I started to wonder what happened to Jellyfin, the project that forked Emby years ago. So i decided…
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Fix: `Error: Cannot find module @rollup/rollup-linux-x64-gnu. npm has a bug related to optional dependencies` in CI
Although builds were succeeding locally, during CI builds were failing on Linux with the error Error: Cannot find module @rollup/rollup-linux-x64-gnu. npm has a bug related to optional dependencies. The log suggested removing package-lock.json – but this obviously breaks deterministic builds. The root cause is a missing dependency – specifically, when Rollup needs native binaries for…
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Protocol level integrity guarantees in Kafka
I was recently asked to design a method to meet ITAC (IT Application Controls) standards for critical data flows in our organisation. ITAC are application-level controls looking mainly at how we ensure the completeness, accuracy and validity of transactions – for example, invoices or trades. Our control set is based on the ICFR principles, of…
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How to: use custom / self-signed certificates with Requests in Python
In a previous post, I explained how to configure Azurite to use a self-signed certificate to enable OAuth authentication. One challenge with this method is that the Azure Python SDK will refuse to connect to azurite, reporting errors such as: This is because the the Azure SDK uses the Requests library, which in turn uses…
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How to: use Azurite with self-generated certificates for HTTPS in a Codespace or Devcontainer
I’ve been using Azurite to simulate Azure storage for my development. If you’re not familiar with it, Azurite is a local storage emulator for Azure Storage, and you can read my other post about how i’ve set up my devcontainer configuration to run Azurite as a service container. As my deployed code is using an…
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How to: Use Azurite as a service container in Codespaces or Devcontainers
When developing with Azure Storage, it can significantly speed up your development process if you can use a local development environment, rather than constantly connecting directly to storage in Azure itself. This is where Azurite comes in – Azurite is a local storage emulator for Azure Storage, mimicing blob/container, queue and table storage. While there…