Meta tags:
description=Researcher and open-source systems builder working on code intelligence, coding-agent infrastructure, and evolutionary methods.;
author=Rach Pradhan;

Headings (most frequently used words):

ai, rachpradhan, selected, work, research, ideas, built, into, working, systems, talks, experience, elsewhere, contact, codegraff, codedb, nanobrew, merjs, devswarm, turboapi, project, archive, evolutionary, algorithms, in, agent, behavior, and, tooling, independent, menlo, condensation, bgarage, cafe, field, notes, technical, writing, one, north, food, guide, package, name, checker,

Text of the page (most frequently used words):
and (33), zig (13), 2026 (12), for (12), infrastructure (10), with (10), the (9), systems (8), code (7), agents (7), work (7), tools (7), coding (6), rach (5), #research (5), source (5), 2024 (5), python (5), mcp (5), developer (4), visit (4), package (4), open (4), singapore (4), 2023 (4), evolutionary (4), agent (4), evolution (4), copy (3), pradhan (3), that (3), from (3), contact (3), one (3), machine (3), search (3), about (3), runtime (3), validation (3), client (3), than (3), fastapi (3), intelligence (3), rachit (2), you (2), like (2), name (2), north (2), technical (2), writing (2), map (2), san (2), francisco (2), mapping (2), autonomous (2), robotics (2), diffusion (2), models (2), medical (2), imaging (2), condensation (2), 2025 (2), early (2), stage (2), investments (2), researcher (2), tool (2), use (2), behavior (2), ideas (2), through (2), experiments (2), often (2), provider (2), typescript (2), zero (2), faster (2), compatible (2), framework (2), native (2), graphs (2), focused (2), ssr (2), wasm (2), node (2), web (2), macos (2), linux (2), homebrew (2), warm (2), manager (2), symbols (2), dependencies (2), indexes (2), darwin (2), gödel (2), loop (2), harness (2), recent (2), back, top, site, artwork, credited, context, twitter, linkedin, github, are, building, needs, ship, would, hear, check, pypi, npm, availability, including, batch, lookups, alternatives, checker, twenty, places, breakfast, lunch, dinner, coffee, around, food, guide, essays, model, cafes, return, cafe, field, notes, elsewhere, topometric, intern, bgarage, disease, detection, founder, learning, member, staff, menlo, angel, investor, independent, present, full, résumé, experience, watch, talk, traces, costs, errors, outcomes, become, signals, surrounding, toolchain, becomes, environment, being, optimized, algorithms, tooling, engineer, worked, public, talks, also, make, write, behind, speak, has, taken, when, control, over, memory, matters, but, language, follows, problem, questions, survive, production, built, into, working, embeddings, bus, tracking, 60k, daily, riders, vroomsg, color, palette, generator, experiment, huewheel, modern, async, task, queue, kew, schema, library, satya, inference, adapters, structured, outputs, bhumi, simd, dhi, vector, database, elites, emergentdb, all, repositories, project, archive, benchmark, drop, http, core, responses, free, threading, turboapi, powered, surface, server, graph, engine, algorithm, platform, devswarm, required, file, based, routing, type, safe, apis, without, merjs, 230, install, parallel, downloads, static, binary, installs, benchmarked, against, nanobrew, calls, call, sites, can, inspect, repository, structure, before, reading, whole, files, codedb, multi, support, workflows, codegraff, agentic, six, projects, implementation, details, selected, see, spans, management, frameworks, layer, alongside, packages, have, been, downloaded, more, million, times, build, study, how, software, improves, feedback, generated, openai, concept, art, direction, builder,

Text of the page (random words):
rach pradhan code intelligence and agent infrastructure rp singapore 2026 work writing about contact rach pradhan researcher and open source systems builder ai systems developer infrastructure singapore san francisco concept and art direction by rach generated with openai tools 2026 i build tools for coding agents and study how software improves through search feedback and evolution my recent work spans code intelligence package management web frameworks and ai infrastructure i often use zig at the systems layer alongside python and typescript my open source packages have been downloaded more than 1 2 million times see the work me rachit ai 01 selected work six recent projects with source and implementation details agentic coding harness codegraff a coding harness in zig with multi provider support mcp workflows and a darwin gödel machine evolution loop evolution loop darwin gödel machine zig mcp evolution 2026 code intelligence for agents codedb indexes symbols call sites and dependencies so agents can inspect repository structure before reading whole files indexes symbols calls dependencies zig code graphs mcp 2026 package manager for macos and linux nanobrew a native zig package manager with parallel downloads a static binary and warm installs benchmarked against homebrew warm install 230 faster than homebrew zig macos linux 2026 web framework in zig merjs file based routing ssr type safe apis and a wasm client without a node runtime client runtime 0 node js required zig ssr wasm 2026 agent infrastructure devswarm an mcp server code graph engine and evolutionary algorithm platform with 33 focused tools tool surface 33 focused tools mcp code graphs agents 2026 fastapi compatible zig powered turboapi a drop in fastapi compatible framework with a zig http core native validation zero copy responses and free threading benchmark 20 faster than fastapi python zig zero copy 2025 project archive all repositories emergentdb vector database experiments with map elites 2026 dhi simd validation for python and typescript 2026 bhumi ai inference client with provider adapters and structured outputs 2024 satya schema validation library for python 2024 kew a modern async task queue for python 2024 huewheel color palette generator and search experiment 2023 vroomsg bus tracking for 60k daily riders 2023 condensation ai embeddings with diffusion models 2024 02 research ideas built into working systems i like research questions that survive contact with production that has taken me from autonomous mapping and medical imaging to ai infrastructure and tools for coding agents i often work in zig when control over memory and runtime behavior matters but the language follows the problem i also make early stage investments in ai infrastructure and developer tools write about the experiments behind the work and speak about evolutionary systems 03 talks research ideas worked through in public ai engineer singapore 2026 evolutionary algorithms in agent behavior and tooling agent traces tool use costs errors and outcomes become signals for search the surrounding toolchain becomes the environment being optimized watch from the talk 04 experience full résumé 2026 to present independent ai researcher angel investor evolutionary systems research open source infrastructure and early stage ai investments 2025 menlo ai member of technical staff robotics systems and machine learning infrastructure 2023 to 2024 condensation ai founder diffusion models for disease detection in medical imaging 2023 bgarage robotics intern developer tools and topometric mapping for autonomous systems 05 elsewhere cafe field notes a map of cafes i return to in singapore and san francisco visit technical writing essays on coding agents model infrastructure zig and open source work visit one north food guide twenty one places for breakfast lunch dinner and coffee around one north visit package name checker check pypi and npm availability including batch lookups and name alternatives visit 06 contact if you are building coding agents developer infrastructure or research that needs to ship i would like to hear from you me rachit ai github linkedin x twitter 2026 rach pradhan site code copy by rach ai artwork credited in context back to top