Independent intelligence for software built with AIResearch edition / 19 Sep 2026
SHIP/PROOFAI CODE FIELD GUIDE

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Research references / 62

Model Context Protocol — Tools — Model Context Protocol

Open primary source ↗ · Undated source · Checked 19 Sept 2026

OWASP — LLM Prompt Injection Prevention Cheat Sheet

Open primary source ↗ · Undated source · Checked 16 Sept 2026

OWASP — OWASP Top 10 for LLM Applications archive

Open primary source ↗ · Undated source · Checked 16 Sept 2026

Model Context Protocol — Authorization — Model Context Protocol specification

Open primary source ↗ · Undated source · Checked 16 Sept 2026

LangChain Docs — Persistence

Open primary source ↗ · Undated source · Checked 19 Sept 2026

LangChain — Interrupts — LangGraph documentation

Open primary source ↗ · Undated source · Checked 16 Sept 2026

METR — Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity

Open primary source ↗ · 10 Jul 2025 · Checked 19 Sept 2026

METR — We are Changing our Developer Productivity Experiment Design

Open primary source ↗ · 24 Feb 2026 · Checked 16 Sept 2026

SWE-bench researchers — SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Open primary source ↗ · Undated source · Checked 16 Sept 2026

OpenAI — Introducing SWE-bench Verified

Open primary source ↗ · 13 Aug 2024 · Checked 16 Sept 2026

OpenAI — Why SWE-bench Verified no longer measures frontier coding capabilities

Open primary source ↗ · 23 Feb 2026 · Checked 16 Sept 2026

OpenAI — Separating signal from noise in coding evaluations

Open primary source ↗ · 8 Jul 2026 · Checked 19 Sept 2026

NIST — AI RMF Generative AI Profile

Open primary source ↗ · Undated source · Checked 16 Sept 2026

Ollama — Ollama API introduction

Open primary source ↗ · Undated source · Checked 16 Sept 2026

ggml-org — llama.cpp repository

Open primary source ↗ · Undated source · Checked 16 Sept 2026

LM Studio — LM Studio Privacy Policy

Open primary source ↗ · Undated source · Checked 16 Sept 2026

DORA — State of AI-assisted Software Development 2025

Open primary source ↗ · Undated source · Checked 16 Sept 2026

Google DeepMind researchers — Levels of AGI for Operationalizing Progress on the Path to AGI

Open primary source ↗ · Undated source · Checked 16 Sept 2026

pytest — How to parametrize fixtures and test functions

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Jest — Snapshot Testing

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Jest — Expect

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npm — package-lock.json

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GitHub — Dependency review

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npm — Generating provenance statements

Open primary source ↗ · Undated source · Checked 19 Sept 2026

IETF — RFC 9457: Problem Details for HTTP APIs

Open primary source ↗ · 1 Jul 2023 · Checked 19 Sept 2026

IETF — RFC 9110: HTTP Semantics

Open primary source ↗ · 1 Jun 2022 · Checked 19 Sept 2026

Stripe — Idempotent requests

Open primary source ↗ · Undated source · Checked 19 Sept 2026

PostgreSQL Global Development Group — SQL Dump

Open primary source ↗ · Undated source · Checked 19 Sept 2026

PostgreSQL Global Development Group — Continuous Archiving and Point-in-Time Recovery

Open primary source ↗ · Undated source · Checked 19 Sept 2026

W3C — Web Content Accessibility Guidelines (WCAG) 2.2

Open primary source ↗ · 5 Oct 2023 · Checked 19 Sept 2026

W3C Web Accessibility Initiative — Developing a Keyboard Interface

Open primary source ↗ · Undated source · Checked 19 Sept 2026

W3C Web Accessibility Initiative — Assistive Technology Support Tables

Open primary source ↗ · Undated source · Checked 19 Sept 2026

W3C — User Timing

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Google — Getting started with measuring Web Vitals

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Google — Why lab and field data can be different

Open primary source ↗ · Undated source · Checked 19 Sept 2026

PIT — Real world mutation testing

Open primary source ↗ · Undated source · Checked 19 Sept 2026

GitHub — Using artifact attestations to establish provenance for builds

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Kubernetes — Deployments

Open primary source ↗ · Undated source · Checked 19 Sept 2026

GitHub — Adding repository custom instructions for GitHub Copilot

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Git project — Git status documentation

Open primary source ↗ · Undated source · Checked 19 Sept 2026

GitHub Docs — Where to use GitHub Copilot

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GitHub Docs — About cloud and local sandboxes for GitHub Copilot

Open primary source ↗ · Undated source · Checked 19 Sept 2026

n8n Docs — Tutorial: Create environments with source control

Open primary source ↗ · Undated source · Checked 19 Sept 2026

LangChain Docs — Test

Open primary source ↗ · Undated source · Checked 19 Sept 2026

SWE-bench — Evaluation — SWE-bench

Open primary source ↗ · Undated source · Checked 19 Sept 2026

METR — Autonomy Evaluation Resources

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Transactions of the Association for Computational Linguistics authors — Lost in the Middle: How Language Models Use Long Contexts

Open primary source ↗ · 6 Jul 2023 · Checked 19 Sept 2026

GitHub Docs — Indexing repositories for GitHub Copilot

Open primary source ↗ · Undated source · Checked 19 Sept 2026

OWASP — Secure Coding with AI Cheat Sheet

Open primary source ↗ · Undated source · Checked 19 Sept 2026

GitHub Docs — Customizing or disabling the firewall for GitHub Copilot

Open primary source ↗ · Undated source · Checked 19 Sept 2026

GitHub Docs — Securely using pull_request_target

Open primary source ↗ · Undated source · Checked 19 Sept 2026

OWASP — Logging Cheat Sheet

Open primary source ↗ · Undated source · Checked 19 Sept 2026

OpenTelemetry — How to write semantic conventions

Open primary source ↗ · Undated source · Checked 19 Sept 2026

GitHub Docs — Secrets

Open primary source ↗ · Undated source · Checked 19 Sept 2026

A2A Protocol — Core Concepts — A2A Protocol

Open primary source ↗ · Undated source · Checked 19 Sept 2026

A2A Protocol — A2A Protocol Specification

Open primary source ↗ · Undated source · Checked 19 Sept 2026

NIST — AI Risk Management Framework

Open primary source ↗ · 26 Jan 2023 · Checked 19 Sept 2026

NIST — Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile

Open primary source ↗ · 26 Jul 2024 · Checked 19 Sept 2026

OpenAI — Models

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Firebase Blog — From prompt to production: Build full-stack apps faster with Google AI Studio and Firebase

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Vercel Academy — GitHub and Next Steps

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Vercel Docs — Deploying to Vercel

Open primary source ↗ · Undated source · Checked 19 Sept 2026

Image credits / 20 displayed assets

All images are actual photographs, product documentation captures, repository artifacts or research figures. None was generated. The source creator retains applicable rights. Credit is not permission: the owner will clear rights, replace, or remove assets before any public release. Original documentation captures can show older or demonstration interfaces; they do not prove current performance.

VS Code — the working conversation — Microsoft / VS Code
VS Code — agent sessions — Microsoft / VS Code
Copilot — terminal surface — Microsoft / VS Code
Copilot — browser action log — GitHub
Copilot — a screenshot in the PR — GitHub
Langflow — a connected agent — Langflow
Langflow — the run beside the graph — Langflow
Node-RED — the editor workspace — OpenJS Foundation / Node-RED contributors
METR — expectation versus observation — METR
METR — how the study was arranged — METR
Cursor — agent workspace — Cursor Docs
Langflow — agent playground — Langflow Docs
Dify — workflow overview — Dify Docs
AgentMeter — attention view — AgentMeter / GitHub
agent-eval — verification report — agent-eval / GitHub
Coding Agent Visualizer — graph view — Agent Visualizer / GitHub
agent-walker — share card — agent-walker / GitHub
Infrastructure is physical — Jakub Pabis / Pexels
Workspace photograph — Gaurav Vishwakarma / Pexels
Collaboration photograph — Kaboompics / Pexels