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sábado, 11 de abril de 2026

Show HN: Lmscan – Detect AI text and fingerprint which LLM wrote it (zero deps) https://ift.tt/rGhzpS5

Show HN: Lmscan – Detect AI text and fingerprint which LLM wrote it (zero deps) https://ift.tt/mY1Lret April 11, 2026 at 12:22AM

Show HN: HyperFlow – A self-improving agent framework built on LangGraph https://ift.tt/kuKyJY6

Show HN: HyperFlow – A self-improving agent framework built on LangGraph Hi HN, I am Umer. I recently built an experimental framework called HyperFlow to explore the idea of self-improving AI agents. Usually, when an agent fails a task, we developers step in to manually tweak the prompt or adjust the code logic. I wanted to see if an agent could automate its own improvement loop. Built on LangChain and LangGraph, HyperFlow uses two agents: - A TaskAgent that solves the domain problem. - A MetaAgent that acts as the improver. The MetaAgent looks at the TaskAgent's evaluation logs, rewrites the underlying Python code, tools, and prompt files, and then tests the new version in an isolated sandbox (like Docker). Over several generations, it saves the versions that achieve the highest scores to an archive. It is highly experimental right now, but the architecture is heavily inspired by the recent HyperAgents paper (Meta Research, 2026). I would love to hear your feedback on the architecture, your thoughts on self-referential agents, or answer any questions you might have! Documentation: https://ift.tt/dsavyOo GitHub: https://ift.tt/YDVXWkH April 11, 2026 at 01:01AM

Show HN: Sash – tiny macOS utility to reliably cycle through app windows https://ift.tt/XYO1xIL

Show HN: Sash – tiny macOS utility to reliably cycle through app windows macOS's built-in cycle window shortcut (⌘` / ⌘@) has always been flaky for me. Probably not a Show HN, but if it annoyed me this much it might be annoying some others. Only tested on the latest macOS — would appreciate any reports from other versions. https://ift.tt/fW13q8a April 10, 2026 at 08:02PM

quinta-feira, 9 de abril de 2026

Show HN: Captcha to detect bots with a simple question https://ift.tt/gxvQhZa

Show HN: Captcha to detect bots with a simple question https://joshryandavis.github.io/dumb-captcha/ April 9, 2026 at 10:44AM

Show HN: I built Dirac, Hash Anchored AST native coding agent, costs -64.8 pct https://ift.tt/4IfSpVq

Show HN: I built Dirac, Hash Anchored AST native coding agent, costs -64.8 pct Fully open source, a hard fork of cline. Full evals on the github page that compares 7 agents (Cline, Kilo, Ohmypi, Opencode, Pimono, Roo, Dirac) on 8 medium complexity tasks. Each task, each diff and correctness + cost info on the github Dirac is 64.8% cheaper than the average of the other 6. https://ift.tt/nG057ze April 9, 2026 at 09:06AM

DJ Sandro

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