The intelligent routing & discovery layer for MCP tools. One umbrella endpoint in front of hundreds — dynamic capability discovery, explainable routing, policy-aware execution, LLM-optional hybrid router.
Darshan Kacharebuilds AI infrastructure & systems.
I design and ship AI infrastructure, developer platforms, and production-grade systems — mostly in TypeScript, Python, and Rust.
Selected work
Featured projects
DistrLab — break a live distributed system in your browser (cache stampedes, queue backpressure, rate limiting, LB strategies, partitions, replica lag). Svelte 5 + Canvas + Web Worker.
Free, private image-to-text (OCR). Web UI, REST API & CLI in one repo — FastAPI + RapidOCR (ONNX). No API keys, nothing stored.
Open-source API & website uptime monitoring SaaS — periodic HTTP health checks, uptime/response-time analytics, email alerts, public status pages. Next.js 14 + Express + Prisma + background worker. Self-host with Docker.
Open-source AI platform for genomics & bioinformatics — 18 free public genome research tools
Turn any codebase into beautiful architecture diagrams — one command, no AI, no server, runs on any laptop. Zero dependencies, pure Python, agent-friendly (Cursor, Claude Code, Codex, OpenCode).
Repository intelligence platform for white-box security research, architecture analysis, and AI-assisted code review.
Multi-language algorithms & data structures solving engine: Java, C++ and Rust tiers with a Python reference, cross-language benchmarks, and a local synthesizer that rediscovers algorithms (Kadane, buy-and-sell, jump game) from examples.
OpenAI-compatible LLM gateway: route to the best/cheapest/fastest model, automatic fallback on provider failure, per-request cost tracking
Open source
Merged upstream contributions
- microsoft/agentrc#369 · fix(instructions): deduplicate nested AGENTS.md contentcommits preservedSep 21, 2026
- microsoft/agentrc#368 · fix(vscode): honor nested batch instructionscommits preservedSep 21, 2026
- mdn/content#45399 · docs(glossary): add Interface glossary pageAug 31, 2026
- mdn/content#45326 · fix(css): consolidate nested grid exampleAug 27, 2026
By the numbers
- Microsoft AgentRC
- 2 PRs merged
- MDN Web Docs
- 6 PRs merged
- first-contributions
- 1 PR merged
- NextGenAI Labs
- 7 PRs
nextgenai-labs/nextjs-saas-starter · +2 more repos
Stack
Language mix
- Python69% · 18 repos
- TypeScript27% · 7 repos
- Rust4% · 1 repo
Now
Recent activity
- released v1.1.0dsk-dev-ai/distrlab · 2h ago
- merged a PR in #1dsk-dev-ai/distrlab · 2h ago
- pushed `main` todsk-dev-ai/meshery-designs · 9d ago
- pushed `main` todsk-dev-ai/api-monitor-saas · 9d ago
- starredmeshery/meshery · 9d ago
- starredmeshery-extensions/meshery-mcp-server · 9d ago
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Open to interesting problems in AI infrastructure, developer tools, and systems work.