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Multicoder agents for software development

· 386 words · 2 min read · 1 like on WordPress idea

Index note millions of agents; realtime code generation & execution; kinesin analogy

Typically, in my experience, small piece of software is written by a small team, or mostly solo. In a company, its written with company, with many people contributing to the same code. However, at a time, only one person may work on the same piece of code at a time, but together if input output are known with function characteristics, its parallelized with many coders. In a same manner, a large software can be handled my multiple agents, not just a few, but many more, millions.

Its analogous to the functioning society, where millions of people contribute to make things a reality. Their actions give the result that would have otherwise not be possible without them, in a same manner, by knowing the definitions of software, multiple AI can be used to write a single piece of complex software code. Another aspect to this is the realtime code generation and execution which makes it the realtime process much more like a thinking machine thinking in code, which executes in realtime realizing what it generated in software, manifesting itself into an seemingly magical wizard which doesn’t require keeping up with software.

Imagine this, currently the speech responsive software do not process realtime-speech in true sense, on contrary to as for e.g. humans do. Biological processes are realtime, and perception is linked realtime as activity appears in the brain because its a phenomenon. But, modern speech understanding systems for computational reasons would buffer sound, convert it to embedding or text, then feed it to the rest of the system, which is hardly realtime in a sense that it is not smoothly processed in continuous time manner. However, one may argue that if that time is short enough its as close to or almost realtime, but that is not what I mean.

Anyways, this idea of software generation and execution in real-time typically would give AI the command or control, which is again, not new as per available AI agents for say e.g. coding and execution. But rather, we can also argue they are not realtime, so as criticized in previous example even if they call realtime.

Another way is to imagine this: a kinesin molecule that carries a single cargo unit say of protein, but having a million of them would run the cell and all its functions.

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Original: https://triton7777.wordpress.com/2024/10/11/multicoder-agents-for-software-development/