Thoughts on designing autonomous agents, Android internals, vibe-coding loops, systems utilities, and developer philosophy.
Showing 25 of 25 essays
Filtering synthetic training data with TypeSafe AI Jev: streaming JSONL and Parquet rows through calibrated System One gates at 70ms latency with zero memory accumulation.
Screening staged git diffs for leaked secrets, destructive payloads, and AI hallucinations in 80ms using TypeSafe AI Jev System One.
Preventing AI package hallucinations: discovering real crates and GitHub repositories using live registry APIs and TypeSafe Jev speculative fan-out scoring.
Building a subscription-free SEO and Generative Engine Optimization CLI in Rust: scraping DuckDuckGo, validating JSON-LD schemas, and scoring AI citation visibility with TypeSafe Jev System One gates.
Upgrading AI coding workflows with TypeSafe Jev System One gates: deterministic brainstorming convergence, zero-hallucination package vetting, and pre-commit reflex gates.
Extracting exact paise transactions from Indian bank SMS and push notifications: rule-based parsing, triple-signal deduplication, and UniFFI Kotlin bindings with zero AI.
A lightweight GitHub CLI focused on four core primitives: OAuth device login with OS keychain token storage, repository, PR, and issue management with machine-readable JSON output.
How one Rust binary replaces Playwright's Node.js driver with direct WebSocket CDP, compresses live page state under 800 tokens, and serves MCP over stdio at under 25MB RSS.
Enforcing physical laws in autonomous web frontends: concentric border radii, analytical RK4 spring dynamics, OKLCH pigment math, and automated design audits.
How we built a sub-35KB, zero-framework civic portal for Patna running live transit telemetry, weather, client-side RSS pagination, and bilingual i18n with zero build steps.
Why AI coding agents output the exact same centered hero and purple gradient, and how I built an engine that forces models to read 74 local design systems from disk.
A verifier-first c2rust wrapper. Give it a flat C repo, and it outputs a compiling Rust port PR alongside a mathematical proof artifact.
A stdlib Python CLI and Claude Agent Skill to convert an entire codebase into a readable academic paper in Typst, LaTeX, PDF, and HTML.
How I built a native Android expense tracker that automatically captures UPI payments from GPay, PhonePe, and Paytm with zero AI and 100% data ownership.
22 lakh students sit NEET every year. In 2027 it goes computer-based. I built the exact NTA interface as a free offline PWA so nobody practises it cold.
Every agent session starts with the same question. I built the third piece of the read→search→orient pipeline — a repo map that tells you what exists without burning the context window.
110 documented exam paper leaks in India, 2004 to July 2026. 2.25 crore aspirants affected. I built the record. Not a dashboard. An accusation.
A tourism site for Dehradun with 15 comprehensive sections — places, food, defence institutions, weather, transport. Next.js static export, Framer Motion, Leaflet map, free OpenMeteo weather.
LLM agents run thousands of grep calls per session. Every token counts. I built a token-compressed grep that cuts output by 60-95%.
cat is the most aliased command in every developer's shell. bat is 15MB. I wanted cat that fits in a kernel module.
I hand-coded a single-page tourism guide for my district. No React, no build tools, no database. Just HTML, CSS, and what actually matters.
I nuked 25K lines of code from my site. This is what's left.
Compiling TDLib for Android is a 4-hour NDK nightmare that crashes on low-RAM machines. I moved the whole build to GitHub Actions and shipped prebuilt AARs for all 4 ABIs.
A curated agentic coding stack where every tool runs on a ₹0 free tier — no payment method, no credit card. Organized by when you use it in a session.
I star repos I'll never look at again. So I built a tracker that curates 813 of them — AI agents, dev tools, systems, LLMs, web dev — searchable, filterable, auto-updated daily.