Hacker News: vandopereira

New comment by vandopereira in "Claude Fable 5.1 and Claude Mythos 5.1"

vandopereira — Wed, 02 Sep 2026 16:02:29 +0000

just try kaplira, it will help u with that.

New comment by vandopereira in "AI-written code is still your code"

vandopereira — Wed, 02 Sep 2026 16:00:20 +0000

ya thats why i built this tool called kaplira, after repeatedly seeing agents write to places it should never touch. now i have less regressions.

New comment by vandopereira in "Claude Fable 5.1 and Claude Mythos 5.1"

vandopereira — Wed, 02 Sep 2026 15:36:18 +0000

ya, but now i have this system that ive build that works with any ai agents, putting boundaries, gates every single time and it generate memories from the runs so it can inject them as needed.

New comment by vandopereira in "The Emergent Symbolic Structure of Artificial Neural Networks"

vandopereira — Wed, 02 Sep 2026 15:34:26 +0000

to avoid lot os problems i use kaplira to help maintain de code in boundaries and not let the agent do everything they want.

New comment by vandopereira in "Claude Fable 5.1 and Claude Mythos 5.1"

vandopereira — Wed, 02 Sep 2026 15:31:03 +0000

Ive been through this a lot myself, and thats why im building this tool called kaplira, it is an control layer for ai coding agents. it does not allow ai agents to touch files outside a determined scope, it learns as u code, learns from past mistakes, regressions, it injects cirurgical memories into the ai agents. u can download it for free at kaplira.com