I Was Wrong About Ai Coding Agents

Top 7 Ai Coding Agents For 2026 Tested Ranked Lindy A practical breakdown on what actually goes wrong with ai coding agents in production, from instruction overload and horizontal planning to why humans still need to do the real thinking. written from experience shipping real systems at scale. A team ships 98% more pull requests after adopting ai coding agents. sounds like a success story — until you notice that review times grew 91% and pr sizes ballooned 154%. the code was arriving faster than anyone could verify it. this is the 80% problem. ai coding agents are remarkably good at generating plausible looking code. they stall, or quietly fail, when the remaining 20% requires.

10 Best Ai Coding Agents You Should Know About In 2026 Ai has earned a quite sticky reputation of hallucinating a lot, making many mistakes, and having limited utility, but i think those things are mostly no longer true about existing ai coding agents. I’ve found this is often the reason for a coding agent coming up with the “wrong” solution; it simply doesn’t know the conventions that it should be adhering to, and doesn’t have enough context about the existing codebase and architecture. After dexter horthy fixed a 300,000 line rust codebase in 7 hours instead of 5 days, one thing is clear: constraints don’t limit ai agents — they enable precision. here’s what most developers. We have been running ai powered development projects for a while now — for clients in recruitment, financial services, and enterprise software. the pattern we see most often is not "the ai got.

12 Best Ai Coding Agents For Software Development In 2026 Bito After dexter horthy fixed a 300,000 line rust codebase in 7 hours instead of 5 days, one thing is clear: constraints don’t limit ai agents — they enable precision. here’s what most developers. We have been running ai powered development projects for a while now — for clients in recruitment, financial services, and enterprise software. the pattern we see most often is not "the ai got. Ai agents make this worse, not better, because they produce code so fast that you don't notice the spec was wrong until you're deep in review. the spec is the prompt when you use an ai agent, your spec isn't just a document for humans — it is the prompt. the quality of your spec directly determines the quality of the agent's output. In this video, i explore the world of ai coding agents and share my hands on experience using junie, the new ai coding agent by jetbrains. more. Every few years, a new threat makes enterprise software look fragile. cloud computing was supposed to kill it. mobile was supposed to bypass it. it survived both. now, artificial intelligence (ai. Ai coding agents making bad decisions? the frustration comes from two fixable problems: assumptions and code quality. here's how to get consistently good results.