froggychips
Russia · Moscow Thailand · Bangkok Apple Silicon · local LLMs · SRE automation
Self-taught SRE building small, sharp infrastructure tools for noisy systems: Apple Silicon, local LLMs, Kubernetes, MCP.
Currently shipping
Projects
Froggy ecosystem
- Froggy 8 GB is enough. Local LLM + screen-OCR daemon for memory-constrained Apple Silicon. Swift 6, MLX, ScreenCaptureKit, menu-bar app. Freezes background apps under memory pressure, isolates inference so unloading actually frees RAM, and redacts secrets from OCR before anything hits disk. Runs on the Mac most tools say they need 16+ for.
- FroggyKit Just the plumbing. The seam between Froggy and everything that talks to it. Tiny on purpose — keeps Froggy-MCP and Froggy-SRE from drifting apart.
- Froggy-MCP Cloud model, local eyes. MCP bridge — Claude Code reads your screen, OCRs text, and calls the on-device Froggy daemon. Nothing leaves the box unless you ask.
- Froggy-SRE Triage in your dock. MCP-based SRE incident-response agent for macOS. Kubernetes alert → recon → root cause + proposed fix + risk score, without leaving the laptop.
SRE and MCP infrastructure
- SRE-AI-Copilot No kubectl on a hunch. AI incident response for Kubernetes: KG-first enrichment, multi-hypothesis RCA and Discord incidents with blast radius, owners and daily digests. Whether a fix gets applied is decided by a deterministic policy engine across 8 risk axes — not by the model's answer.
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mcp-vault
Trust, but pin. Offline security check for the MCP configs in your repo — GitHub Action, pre-commit hook and CLI. Flags unpinned servers, plaintext secrets, typosquats, tool poisoning and toxic tool flows before anyone's editor launches them. Zero dependencies, no telemetry. Because
npxfrom a stranger is stillnpxfrom a stranger. - MCP Trace Flight recorder for tools. Experimental stdio proxy for MCP servers that captures JSON-RPC metadata (method, tool, latency, errors — no bodies by default) into local SQLite. Built for debugging, audits, and “what did this agent actually call?” moments.
- @froggychips/mcp-vault The CLI gate. The same checks as the Action, from your terminal or a pre-commit hook. Offline means “no network,” not “trust me bro.”