"Built dashrock.app, needed to beautifully collect stats on Bedrock, separate respect to @staskulesh for the UI tool."
@Marat_Galiev (Marat Galiev) · Mar 9, 2026 · 3,342 views · 19 likes · 17 bookmarks
What it does
Dashrock is a serverless analytics platform for AWS Bedrock. It collects and visualizes LLM usage data across teams and applications — costs, token counts, model distribution, latency, and trends over time. Teams define apps and members in a simple YAML config, deploy via SST in minutes, and get a full analytics dashboard with no ongoing infrastructure to manage.
Dashrock uses DAUB for the entire dashboard UI — cards, tables, navigation, layout containers, and form elements. The classless CSS approach let Marat build clean, consistent interfaces rapidly with AI code assistance. DAUB's theme variables provide dark/light mode and the tactile, considered aesthetic that makes the analytics feel polished rather than utilitarian.
DAUB is credited in the project footer ("UI/UX built with daub.dev") and listed as a key dependency in the README tech stack.
"Daub gives you the speed of a utility framework with the polish of a design system. Built two production apps with it and would reach for it again without hesitation."
Marat, Dashrock
Tamp
Transparent HTTP proxy that compresses Claude API requests in real-time. Save up to 50% on input tokens — zero config, zero latency.
"Claude Code sends full conversation history every turn — tool results pile up fast. Tamp sits between your client and Anthropic, compressing input tokens by up to 50% without changing a thing about how Claude behaves."
The problem Tamp solves · Mar 2026
What it does
Tamp is a local HTTP proxy that intercepts Claude API requests and applies a multi-stage compression pipeline before forwarding them upstream. Claude Code (and any Anthropic API client) sends verbose tool results on every turn — pretty-printed JSON from Read, raw CLI output from Bash, full file listings from Grep and Glob. These accumulate to 100K+ tokens in minutes, driving up cost and exhausting context windows.
Tamp fixes this transparently. Set ANTHROPIC_BASE_URL=http://localhost:7778, run npx @sliday/tamp, and every API call gets compressed on the fly. Responses stream back untouched. Claude doesn't know the difference.
Tamp classifies each content block (JSON, prose, already-compressed) and routes it through the appropriate stages:
Stage 1 — JSON Minification: Pretty-printed JSON is minified. Zero risk — Claude handles minified JSON perfectly. ~15-20% savings.
Stage 2 — TOON Encoding: Tabular/array JSON is converted to TOON format, a compact alternative representation. ~40-60% savings over minified JSON.
Stage 3 — LLMLingua-2 (optional): Natural language prose is compressed via a Python sidecar. Lossy but meaning-preserving. 2-20x compression.
Images, system blocks, tool schemas, and content under 200 characters are never touched. A cache-safe mode (default) only compresses new content in the latest user message, preserving Anthropic prompt cache hit rates.
The Tamp marketing site (tamp.dev) is built entirely with DAUB's classless CSS. The landing page uses DAUB's typography system, spacing tokens, and theme variables to create a clean developer-focused presentation — no custom CSS classes needed. DAUB's CDN delivery (daub-ui@latest) means the site loads fast with zero build step.
The tactile aesthetic works particularly well for developer tools — it makes a terminal proxy feel polished rather than bare-bones, which matters when you're asking developers to route their API traffic through your software.
Graceful error recovery — compression failures fall back to original content
Optional LLMLingua-2 sidecar for prose compression
570 LOC total — small, auditable, no framework dependencies
Why it matters
Extended Claude Code sessions with heavy tool use can burn through context windows and rack up significant API costs. Tamp addresses this at the transport layer — no changes to your workflow, no changes to Claude's behavior, just smaller requests. The 50% savings compound across a full development session: a typical hour of Claude Code work that would consume 500K input tokens drops to ~250K. That's real money at Anthropic's pricing.
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