At AI conferences, Lag or Lead discussions are always present, highlighting the rapid rise of LLM-based services.

Originally published on LinkedIn

At AI conferences, Lag or Lead discussions are always present, highlighting the rapid rise of LLM-based services. While some remain cautious, AI-driven code generation is inevitableโ€”my belief is we'll quickly move toward 95โ€“100% AI-generated code, sooner than you think we'll have no human even reviewing it.

๐—•๐˜‚๐˜ ๐˜„๐—ต๐—ฎ๐˜ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—น๐—ฒ๐—ด๐—ฎ๐—ฐ๐˜† ๐—ฐ๐—ผ๐—ฑ๐—ฒ๐—ฏ๐—ฎ๐˜€๐—ฒ๐˜€? ๐Ÿค” Most software houses live in brownfield environmentsโ€”complex, undocumented, and full of technical debt. Many believe AI can't touch these systems. Yet, through POCs in the codebases I've seen firsthand that:

โœ… ๐—”๐—œ ๐—ฐ๐—ฎ๐—ป ๐—ฟ๐—ฒ๐˜„๐—ฟ๐—ถ๐˜๐—ฒ ๐—ฎ๐—ป๐—ฑ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—ฟ๐—ป๐—ถ๐˜‡๐—ฒ ๐—น๐—ฒ๐—ด๐—ฎ๐—ฐ๐˜† ๐—ฐ๐—ผ๐—ฑ๐—ฒ.

โœ… ๐—Ÿ๐—ฎ๐—ฟ๐—ด๐—ฒ-๐˜€๐—ฐ๐—ฎ๐—น๐—ฒ ๐—ฟ๐—ฒ๐˜„๐—ฟ๐—ถ๐˜๐—ฒ๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ป๐—ผ๐˜„ ๐—ฟ๐—ฒ๐—ฎ๐—น๐—ถ๐˜€๐˜๐—ถ๐—ฐ ๐˜„๐—ถ๐˜๐—ต ๐—”๐—œ.

โœ… ๐—ง๐—ต๐—ฒ ๐—ผ๐—ป๐—น๐˜† ๐—ฏ๐—ฎ๐—ฟ๐—ฟ๐—ถ๐—ฒ๐—ฟ? ๐—จ๐—ฝ๐˜€๐—ธ๐—ถ๐—น๐—น๐—ถ๐—ป๐—ด ๐˜†๐—ผ๐˜‚๐—ฟ ๐˜๐—ฒ๐—ฎ๐—บ๐˜€.

๐Ÿ’ก Lagging means losing. Startups and competitors wonโ€™t wait. Those who embrace AI now will deploy features orders of magnitude faster, leaving laggers behind.

๐Ÿ”— ๐—ฅ๐—ฒ๐—ฎ๐—ฑ ๐˜๐—ต๐—ฒ ๐—ณ๐˜‚๐—น๐—น ๐—ฎ๐—ฟ๐˜๐—ถ๐—ฐ๐—น๐—ฒ

๐Ÿ‘‡