Alternatives
Products that do what SLOP State Layer for Observable Programs does
A protocol for AI to observe and interact with app state
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Hello! We just released freeact (https://github.com/gradion-ai/freeact), a lightweight agent library that empowers language models to act as autonomous agents through executable code actions. By enabling agents to express their actions directly in code rather than through constrained formats like JSON, freeact provides a flexible and powerful approach to solving complex, open-ended problems that require dynamic solution paths. * Supports dynamic installation and utilization of Python packages at runtime * Agents learn from feedback and store successful code actions as…
2025 · github.com
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Hi, I’m Kenny, I’ve been building aislop. I starting working on this after using Claude Code, codex and opencode several times and noticing some slops. They aren’t syntax and passes most tests, they are patterns like empty catch blocks, useless comments, duplicated helpers, dead code and many more. So I built a tool to scan and check for these patterns and wired it into hooks so after each tool call, the agent checks for the slops. You can try it out with npx aislop scan. It’s all local and no code is transferred. Thank you.
May 2026 · github.com
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I’ve been building a crowd-sourced AI detection benchmark. Two responses to the same prompt — one from a real human (pre-2022, provably pre prevalence of AI slop on the internet), one generated by AI. You pick the slop. Three wrong and you’re out. The dataset: 16K human posts from Reddit, Hacker News, and Yelp, each paired with AI generations from 6 models across two providers (Anthropic and OpenAI) at three capability tiers. Same prompt, length-matched, no adversarial coaching — just the model’s natural voice with platform context. Every vote is logged with model, tier, source, response…
Mar 2026 · slop-or-not.space
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2025 · github.com
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I'm building this resource to dive deeper into "TypeLeap," a UI/UX concept where interfaces dynamically adapt based on as-you-type intent detection. Seeking real-world examples of intent-driven UIs in the wild and design mock-ups! Design inspiration & contributions especially welcome.
2025 · typeleap.com
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Jan 2026 · railly.dev
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Doors: Server-driven UI framework + runtime for building stateful, reactive web applications in Go. Some highlights: * Front-end framework capabilities in server-side Go. Reactive state primitives, dynamic routing, composable components. * No public API layer. No endpoint design needed, private temporal transport is handled under the hood. * Unified control flow. No context switch between back-end/front-end. * Integrated web stack. Bundle assets, build scripts, serve private files, automate CSP, and ship in one binary. How it works: Go server is UI runtime: web application runs on a…
Apr 2026 · github.com
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AgentState to solve a problem I kept running into: managing state for multi-agent AI systems is surprisingly hard. When you have multiple AI agents that need to coordinate, persist their state, and query each other's status, you typically end up with a mess of Redis/Postgres setups, custom queuing, and manual synchronization code. The whole thing is ~3MB, written in Rust for performance and safety, runs in Docker, and handles 1000+ ops/sec. I've been running it in production for AI workflows and it's been rock solid.
2025 · github.com
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Hello HN. I’d like to start by saying that I am a developer who started this research project to challenge myself. I know standard protocols like MCP exist, but I wanted to explore a different path and have some fun creating a communication layer tailored specifically for desktop applications. The project is designed to handle communication between desktop apps in an agentic manner, so the focus is strictly on this IPC layer (forget about HTTP API calls). At the heart of RAIL (Remote Agent Invocation Layer) are two fundamental concepts. The names might sound scary, but remember this is a…
Feb 2026 · github.com
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Hi HN, Lately Github PRs have been drowning in a flood of AI slop. I’ve been seeing it myself, and I’m not the only one: https://x.com/mitchellh/status/2011819428061855915 I think it’s great that folks are using AI tools to code faster and better, but too many folks are abusing them to make low-quality contributions to public repos. This takes a lot of reviewers’ mindshare. IMO there needs to be a mechanism to flag low-effort PRs with AI slop, so you can just skip reading them. So I built one: https://haystackeditor.com/slop-detector It’s a simple AI…
Jan 2026 · haystackeditor.com
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I'm an "ideas person" who messes around with AI on a low budget. I got tired of watching my tokens vanish and context windows filling up while agents fumbled around trying to find the right thing. Agents don't flail like they used to with shell tools, but there are still weak/blind spots and back-and-forth episodes — especially when using tools in combination/sequence. So I built "tilth" today. Or rather, AI built it — every line is Opus 4.6. I spent a lot of my precious tokens getting it to "not shit" (at least several of the different vendors' AI overlords assure me it's not…
Feb 2026 · github.com
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Hey HN. I built a dead-simple CMS for your AI agents — https://slopit.io Kept it minimal and agentic-first. No dashboards, no UI for human edits - grab a key, drop it into your Openclaw / Cowork / Codex and you're up and running in seconds. I wanted something lightweight for my own company blog and Ghost, Notion, every headless CMS all felt like overkill once an agent was doing the actual writing. Launch post (slopped by my own claw) — https://blog.slopit.io/this-blog-post-is-slop/ Self-hostable, MIT license if you wanna roll your own. Lots more…
Apr 2026 · slopit.io
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