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Wellness Wednesday for February 11, 2026

The Wednesday Wellness threads are meant to encourage users to ask for and provide advice and motivation to improve their lives. It isn't intended as a 'containment thread' and any content which could go here could instead be posted in its own thread. You could post:

  • Requests for advice and / or encouragement. On basically any topic and for any scale of problem.

  • Updates to let us know how you are doing. This provides valuable feedback on past advice / encouragement and will hopefully make people feel a little more motivated to follow through. If you want to be reminded to post your update, see the post titled 'update reminders', below.

  • Advice. This can be in response to a request for advice or just something that you think could be generally useful for many people here.

  • Encouragement. Probably best directed at specific users, but if you feel like just encouraging people in general I don't think anyone is going to object. I don't think I really need to say this, but just to be clear; encouragement should have a generally positive tone and not shame people (if people feel that shame might be an effective tool for motivating people, please discuss this so we can form a group consensus on how to use it rather than just trying it).

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My impression is that the SOTA agents (Claude Code or Codex) can now, if given a sufficiently detailed specification and sufficient tools to validate their work, provide code that fully satisfies that spec for the vast majority of moderately long coding tasks now. This is a big jump in capabilities and obviously very powerful.

This does come with a lot of caveats that imo make the claims of 100% AI written code misleading at best; the creation of "sufficiently detailed" specs (which is famously difficult) fed to the agent and validation of the generated code is still dependent on engineering skill, and one-shotted code will generally be of worse quality than code written for the same purpose hand-crafted by a skilled engineer.

In the short term I think this is actually bullish for SWE, coding agent output is still bottlenecked by engineering skill and I don't believe we've yet saturated the demand for software. In the mid-long term it's unclear if there will still be value in having engineers in the loop, but imo end-to-end automation of software engineering is/requires AGI so my job isn't high up on my list of concerns in that scenario.