Jonathan Pedoeem

Black Box Prompt Engineering: Why Not Knowing How It Works Is Actually the Point

I recently sat down with Stewart Alsop III on the Crazy Wisdom Podcast to talk about PromptLayer, AI engineering, and why the shift from deterministic to probabilistic systems is fundamentally changing how we build software. Most developers are still struggling to adapt... and I think it's because they&

GPT-5 API Features

GPT-5 achieves 74.9% on real-world coding benchmarks while using 22% fewer tokens. A glimpse of AI efficiency meeting power. The company consolidated reasoning, speed, and multimodal capabilities into one unified system that fundamentally changes how developers interact with AI. For the first time, we have a unified model with

Opus 4.5: What We Expect

Anthropic just released Sonnet 4.5 and Haiku 4.5, but Opus 4.5 remains mysteriously absent. The AI community is buzzing with speculation about when, and more importantly, what, this flagship model will deliver when it arrives. Opus 4.1 currently holds the crown as Anthropic's most

Browser Agent Security Risk

Imagine asking your browser to book a flight, and instead, it drains your bank account, all without a single line of malicious code. It's the new reality of AI-powered browser agents, where convenience and catastrophe are separated by a single misplaced trust. As browsers evolve to autonomous agents

Where Are DeepSeek Data Centers Located

DeepSeek shocked the tech world in early 2025 by releasing AI models rivaling GPT-4 at a fraction of the cost, achieved through a distributed network of computing infrastructure spanning coastal cities, inland hubs, and even underwater facilities. DeepSeek's data center strategy reflects China's "Eastern Data,

Claude Haiku 4.5: Initial Reactions

Anthropic just released a model that delivers near-frontier AI performance at one-third the cost and twice the speed, and it's free for everyone. Claude Haiku 4.5, launched October 15, 2025, represents a seismic shift in the AI landscape as Anthropic's "small" model that

Orchestrating Agents at Scale (OpenAI DevDay Talk)

Building dynamic UIs for complex agentic workflows used to take months of custom engineering—now it takes minutes. At OpenAI's DevDay 2025, the company unveiled AgentKit, a revolutionary toolkit that transforms how developers build, deploy, and optimize AI agents. This isn't just another incremental update; companies

How OpenAI's Deep Research Works

OpenAI's Deep Research can accomplish in 30 minutes what takes human researchers 6-8 hours—and it's powered by a specialized reasoning model that autonomously browses the web, reads dozens of sources, and produces fully cited reports. Deep Research represents a new category of agentic AI that

Groq Pricing and Alternatives

The AI inference market is exploding, and a new chip startup is challenging NVIDIA's dominance with speeds up to 5× faster and costs up to 50% lower. As AI shifts from training to deployment, inference efficiency becomes critical for businesses looking to scale their AI applications without breaking

Black Box Prompt Engineering: Why Not Knowing How It Works Is Actually the Point

GPT-5 API Features

Opus 4.5: What We Expect

Browser Agent Security Risk

Where Are DeepSeek Data Centers Located

Claude Haiku 4.5: Initial Reactions

Orchestrating Agents at Scale (OpenAI DevDay Talk)

How OpenAI's Deep Research Works

Groq Pricing and Alternatives

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