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Achievement: Pair Extraordinaire

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Achievement: Pair Extraordinaire

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dfedoryshchev/README.md

Lead Software Engineer at a NASDAQ-listed SaaS group: I own service agreements end to end (it drives the product's ~$8B a year in customer payments), led the engineering of a 600-table, 21 TB MySQL core's decomposition into 20+ services, and built the AI platform ~20 engineers ship on daily, under one rule: never merge code you can't explain.

What's here:

  • agentweft - agent harness for software delivery: controls as code (gates, per-step tool grants checked on every output, call and token budgets), journalled and resumable runs, MCP client and server; open-sourced from the workflow ~20 engineers use daily, hundreds of billions of tokens through it since May 2025.
  • warpmap - Go audit CLI that maps a codebase for humans and coding agents: dependency graph, churn x complexity hotspots, blast radius, a baseline diff, a GitHub action that fails a risky PR, an MCP server.
  • tare - eval harness for LLM output: its deterministic rules benchmarked for precision and recall on a hand-labelled set behind a regression gate; its exit code gates CI.
  • react-formkit - define a form once as config and render it through an adapter for any React UI library, on React Hook Form and Zod; extracted from production work.
  • weftworks, efquerykit - Claude Code skills and workflow patterns, an EF Core query kit for MySQL.

Upstream: 100+ merged pull requests, in Anthropic and OpenAI repos, Microsoft's onnxscript and Microsoft.Extensions.AI, NVIDIA's agent toolkit, Hugging Face, docling, deepset's haystack, vite, react-router and a dozen more.

Writing: HackerNoon articles and recorded webinars, from system architecture to agentic development:

Hackathon judge: AI Slop Scan 2026 and DOGFOOD 2026 by Hackathon Raptors.

Happy to connect on LinkedIn.

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  1. agentweft agentweft Public

    A runner for multi-step prompt flows: specs that declare what they promise, roles that argue, journalled and resumable runs, and nothing that spends without a cap.

    Python 5

  2. warpmap warpmap Public

    map a codebase before you change it: dependency graph, hotspots, blast radius, and a baseline ratchet - for humans and agents

    Go 4

  3. react-formkit react-formkit Public

    Define a form once as config, render it through an adapter for any React UI library; built on React Hook Form and Zod

    TypeScript 4

  4. weftworks weftworks Public

    conventions for working with coding agents: skills, patterns, and a spec-driven loop

    4

  5. tare tare Public

    Deterministic, authorship-blind writing-integrity (de-slop) analyzer for long-form drafts. .NET CLI.

    C# 4

  6. efquerykit efquerykit Public

    EF Core query extensions for MySQL: single round-trip paging, index hints, full-text, suffix search, value squash, parallel fan-out.

    C# 5