React Native7 min
AI Coding Agent Security: Threat Map and Controls for 2026
AI coding agent security in one map: the five places agents get attacked, the control that stops each one, and which cluster guide to read next.
Articles
News & Articles
Practical engineering notes from Mikołaj Gramowski - Full-Stack App Developer on React Native, Android, and performance-focused web development.
React Native7 min
AI Coding Agent Permissions: One Policy for Every Agent (6 Steps, 2026)
Enforce one permissions policy across Claude Code, Cursor, and Copilot: a shared AGENTS.md, deny-by-default tool rules, hooks, and audit-to-enforce rollout in 6 steps.
React Native10 min
Refactor or Rebuild a Vibe-Coded App? 6 Signals for 2026
Should you refactor or rebuild your vibe-coded app? Use 6 concrete signals, a timeboxed spike, and a decision table to choose before you burn weeks on the wrong path.
React Native15 min
Claude Code Hooks Security: 7 Controls for AI Coding Agents (2026)
AI coding agent hooks are both a guardrail and an attack surface. Use 7 controls to stop malicious repo hooks, fail closed, and enforce policy that holds.
React Native8 min
Next.js 16 Middleware to Proxy: Migrate to proxy.ts in 6 Steps
Next.js 16 renamed middleware.ts to proxy.ts. Run the middleware-to-proxy codemod, rename flags, drop the runtime, tighten the matcher, keep auth out of Proxy.
React Native12 min
GitHub Actions Prompt Injection: 7 Fixes for AI Agents (2026)
A PR title or issue comment can hijack an AI agent in GitHub Actions. 7 fixes: trigger limits, least-privilege GITHUB_TOKEN, tool scope, sandboxing, egress.
React Native13 min
MCP Server Security: 7 Controls for AI Coding Agents in 2026
Secure MCP servers with 7 practical controls for OAuth, token validation, tool poisoning, isolation, supply chain risk, SSRF, and telemetry.
React Native11 min
How to Sandbox an AI Coding Agent: 7 Escape Checks (2026)
Sandboxing an AI coding agent's filesystem and network is not enough. Close 7 escape paths through hooks, Git, Docker sockets, interpreters, credentials, and CI.
React Native12 min
AI Coding Agent Security Checklist: 8 Controls for 2026
Use this AI coding agent security checklist to control permissions, shell access, dependencies, secrets, network calls, and deployment actions before production.
React Native9 min
Next.js 16 Cache Components: 5 Migration Steps for AI Apps
Migrate an AI-assisted Next.js 16 App Router app to Cache Components with use cache, Suspense, cache tags, and safe invalidation.
React Native4 min
AI Schema Migrations: 5 Safeguards for Prisma, Drizzle, Django
How to run AI-generated schema migrations safely: 5 safeguards against data loss and schema drift, with Prisma, Drizzle, and Django ORM examples.
React Native4 min
5 Deterministic E2E Testing Rules for AI Code in 2026
Learn how to build deterministic Playwright and Cypress end-to-end test suites to catch silent regression drift in AI-assisted codebases in 2026.
React Native5 min
Next.js Observability: 5-Step Setup for AI-Built Apps (2026)
Set up Next.js observability in 5 steps: Sentry for errors, Vercel Speed Insights, request IDs, structured logs, and OpenTelemetry tracing for AI SDK calls.
React Native4 min
LLM Prompt Engineering for Developers: 3 Rules for Code (2026)
LLM prompt engineering for developers: 3 rules for consistent, production-ready code. Constraint-first prompts, few-shot input-output examples, and iterative refinement loops.
React Native4 min
Vibe-Coded Code Review: 5 Crucial Hidden Costs in 2026
Skipping code reviews in AI-assisted, vibe-coded projects creates compounding technical debt. Discover the five hidden costs of bypassing human oversight in 2026.
React Native4 min
AI-Generated APIs Fail Under Load: 5 Fixes for 2026
A technical breakdown of why AI-written backend APIs collapse under high traffic, detailing structural issues like N+1 queries, missing database indexes, and missing pagination, complete with code fixes.
React Native4 min
5 Vibe-Coded Codebase Lessons: Fixing It Before Launch
Inheriting an AI-generated, vibe-coded codebase presents unique development challenges in 2026. Discover five practical lessons to triage and stabilize your app before launch.
React Native3 min
5 Type-Safe State Machine Steps to Prevent Form Collapse
Learn how to implement type-safe state machines in 2026 to prevent vibe-coded state collapse in complex forms, using TypeScript for robust UI state management.
React Native3 min
Next.js 15 Error Boundaries: 5 AI Co-Authoring Steps
Learn how to design robust Next.js 15 error boundaries when co-authoring applications with AI to prevent runtime crashes and improve web resilience.
React Native4 min
5 Steps to Prevent Hallucinated Dependencies in 2026
Learn how to secure your software supply chain by automating dependency audits in CI/CD pipelines to block AI-hallucinated packages in 2026.