Projects.

IAM policy rightsizing agent with AI-powered risk signals and instant rollback.

Local-first archive for AI chat traces across agents, designed as a substrate for DSPy/GEPA-style optimization loops.

Frontend-only LLM ensemble interface with bring-your-own OpenRouter/API keys and client-side multi-model workflows.

Ebook/document normalizer with optional OCR and LLM-generated advice + flowcharts. It also became a practical OCR evaluation project for me: for most books, plain PDF text extraction worked better than heavy OCR, so GLM OCR ended up as a fallback reserved for noisy pages, scans, or extraction failures.

MCP server for hashline-anchored safe file read/edit workflows inspired by this archived write-up: https://web.archive.org/web/20260412162933/https://blog.can.ac/2026/02/12/the-harness-problem/

Knowledge-graph representation of the Indian Income Tax Act so agents can traverse section-to-section relationships explicitly.

log deduplication sidecar using Drain3 algorithm, reduces volumes ~90%.

Wispr Flow OSS - live streaming voice-to-text using whisper.cpp with Metal acceleration.

Rust network diagnostics toolkit I built while debugging inconsistent Wi‑Fi and suspected service-quality issues on my own machine; the goal was to see what was actually happening under the hood instead of relying on vague network status indicators.

Open-source attempt to replicate Gemini-style long-form YouTube understanding: extract MP3 audio with ffmpeg, build timestamped transcripts, detect only meaningful frame changes, and feed the useful video/audio context into an LLM. I found the visual path added little value, so it effectively converged into an audio-first podcast/video understanding pipeline.

Kubernetes CronJob controller with Prometheus gating, pacing, and jitter.

Watch your codebase breathe; TUI for real-time file change monitoring with inline diffs

offline Wikipedia with hybrid no‑index RAG - powered by gpt-oss:20b

eBPF CPU scheduler enforcing latency SLOs via Earliest Deadline First.

Decision audit ledger for AI agents - captures "why" as queryable data.

structural code intelligence for AI assistants using ast-grep.

memory visualization for Anthropic's Claude memory MCP.

turns noisy Kubernetes debugging into signal-first workflows.