#codeassistants — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #codeassistants, aggregated by home.social.
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Anthropic deployed Auto Dream to address memory decay in Claude Code after 20+ sessions. The background sub-agent runs a four-phase consolidation cycle to merge duplicates, resolve contradictions, and convert relative dates - keeping the 200-line memory index functional. Developers reverse-engineered it before official docs appeared.
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Using code assistants is not bad. However, using code assistants without owning and understanding the "created" code is bad because bad code can increase cognitive cost of understanding the system, increase testing cost, increase reviewer workload, and lead to prod failures.
Engineers/Devs are responsible for their code and its effects on the (eco)system; not the tools/assistants used to create the code.
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"AI code assistants fuel Python's dominance, creating a feedback loop that risks programming monoculture. Diverse languages like Rust, Erlang, and R offer unique solutions—should we preserve them? #AI #ProgrammingMonoculture #TechDiversity"
#AI #ProgrammingLanguages #TechTrends #SoftwareDiversity #CodeAssistants
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"The author of this library would like everyone to know that he was, in fact, well-aware of this requirement, thought about it a lot while designing the library, and then, somehow, forgot to actually make sure the check was in the code. That is, it's not that he didn't know what he was doing, it's that he knew what he was doing but flubbed it."
#GenAI #LLM #Cloudfare #Security #CodeAssistants #Copilot #Agentic #CVE #Authentication #FOSS -
We've been using the wrong mental model to describe software development AI agents and this might be limiting the value engineers can extract from these tools. https://buff.ly/CLslpND #codeassistants #llm #softwareengineering #ai
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I don't use it, but I am using some other #Ai #codeAssistants, but only as a first draft (starting point).
It saves me time - you can find code snippets quicker than browsing the web.
However, the biggest issue is the fact that it usually gives incomplete answers, and you need to know what's missing, to fill the gaps.
It won't replace programmers anytime soon.