TILs - Fueling Curiosity, One Insight at a Time

At Codemancers, we believe every day is an opportunity to grow. This section is where our team shares bite-sized discoveries, technical breakthroughs and fascinating nuggets of wisdom we've stumbled upon in our work.

Published
Author
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Akshay
[ANN] used in mailing list is an abbreviation of 'Announcement'
Published
Author
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Mrinmoy
gitlab does triple dot for compare instead of double dot
Published
Author
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Emil
Sometimes we may need to create a new github/bitbucket account for a new client project. Because we've already linked out laptop's SSH key to our original account, we can't link it again to this new account. In such cases, instead of using tools to switch ssh keys, you can generate a keypair just for this project and set an environment variable GIT_SSH_COMMAND='ssh -i new_ssh_keys_dir/id_rsa' and run git commands like usual. Bonus tip: Use direnv to automatically load this environment variable when navigating to the project directory.
Published
Author
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Emil
You can create a multiline regex in Elixir using r""" for example:


```

assert yml_file_content =

~r"""
foo:
environment:
- VIRTUAL_HOST=[a-z]{10}.127.0.0.1.xip.io
bar:
environment:
VIRTUAL_HOST: [a-z]{10}.127.0.0.1.xip.io
"""

```

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Your competitors are already using AI.
The question is how fast you want to unlock the value.

Don't know where to start?

AI is everywhere but it's unclear which investments will actually move your metrics and which are expensive experiments.

Your data isn't ready

Most AI projects fail at the data layer. Pipelines, quality, access all need work before LLMs can deliver value.

Internal teams are stretched

Your engineers are shipping product. They don't have capacity to also become AI specialists with production-grade experience.

Legacy systems block everything

Aging, undocumented codebases make AI integration slow, risky, and expensive. They need to move first.

Don't worry. We've got you covered.

Start with the audit.