Web & App Build6 min read
Dev JCo-founder, product
Product architect for autonomous multi-agent pipelines and LLM platforms. Agentic systems (MCP) and multi-model safety evaluation.
Integrating AI pull request reviews without introducing security vulnerabilities
Automating initial PR sanity checks, lint compliance, and security static analysis using LLMs embedded into GitHub Actions.
Preventing reviewer fatigue in rapid development
As engineering velocity increases, senior engineers spend hours reviewing boilerplate PRs. AI code reviewers flag missing error handles and unescaped queries before senior review.
This is the work behind our build practice — pitch-ready MVPs through to production applications, on a stack chosen for whoever maintains it after we leave.
Product and web app buildsRunning into this in your own stack? Twenty minutes, no deck.
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