This post is a brilliant example of why human intuition still dominates when navigating ambiguity and crafting clever systems-level solutions. The XOR accumulator idea was smart—LLMs can help validate or iterate on such thoughts, but rarely originate them.
In my experience working on enterprise app modernization, we’ve found success by keeping humans firmly in the loop. Tools like Project Analyzer (from Techolution’s AppMod.AI suite) assist engineers in identifying risky legacy code, mapping dependencies, and prioritizing refactors. But the judgment calls, architecture tweaks, and creative problem-solving? Still very much a human job.
LLMs boost productivity, but it’s the developer's thinking that makes the outcome truly resilient. This story captures that balance perfectly.
In my experience working on enterprise app modernization, we’ve found success by keeping humans firmly in the loop. Tools like Project Analyzer (from Techolution’s AppMod.AI suite) assist engineers in identifying risky legacy code, mapping dependencies, and prioritizing refactors. But the judgment calls, architecture tweaks, and creative problem-solving? Still very much a human job.
LLMs boost productivity, but it’s the developer's thinking that makes the outcome truly resilient. This story captures that balance perfectly.