Jonathan Pedoeem

121 posts

The Antidote is Soul

How do you stand out in the age of agents? Every website has cool animations now. Every SaaS landing page has the same purple gradients, the same floating illustrations, the same polished corners. AI made perfection free. Every digital meal is a bowl. We live in the age of bowlslop.

We hosted the first Vibe Coding Olympics

Last week we hosted the first-ever Vibe Coding Olympics in the heart of New York City: a three-round, aggressively time-boxed hackathon where the only score that mattered was whether the result felt good. Prompting used to be the hard part. Now the hard part is deciding what to build. We

The emergence of Agent-First Software Design

There's a shift happening in how we build software. For decades, programming meant writing explicit if/else decision trees. Parse this response. Handle this edge case. Chain these steps together. But a new paradigm is emerging where the job of the software engineer isn't to write

Get Out of the Model's Way

When something doesn't work, the instinct is to add more. More guardrails. More tools. More structure. With LLMs, this instinct is often wrong. Paradoxically, AI engineers are building elaborate systems to constrain models that are now smarter than the constraints themselves. We're doing the model'

Watch my AI Engineering talk: How Claude Code Works

A few weeks ago, I gave a talk at the legendary the AI Engineering Summit. It’s titled: “How Claude Code Works” Claude Code completely changed how our engineering org functions. It really feels like a “moment” in this space. Importantly, it represents a new standard for building autonomous agents.

Every agent should be a VM

There is no doubt that OpenAI's Codex CLI and Anthropic's Claude Code agents are order of magnitude shifts in what we can expect from coding agents. I recently did a deep-dive and wrote some articles on how Claude Code works and how OpenAI Codex works behind-the-scenes.

LangGraph vs. Atomic Agents: Graph Orchestration vs. Modular Control

The landscape of AI development shifted dramatically in 2024. Developers moved away from simple, linear chains toward complex, autonomous workflows capable of iterative reasoning. As the demand for "agentic" AI grows, two distinct paradigms have emerged to handle the complexity: LangGraph and Atomic Agents. LangGraph, developed by the

Google Antigravity: First Impressions of the Agent-First IDE

Launched on November 18, 2025, alongside the powerful Gemini 3 model, Antigravity represents a massive shift in developer workflows. It is a standalone IDE designed to let developers operate as architects while AI agents handle the construction. After exploring the public preview, the verdict is clear: Antigravity offers a powerful

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