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 software to probabilistic LLM systems is changing how teams design, evaluate, and ship applications. As prompts, agents, and AI workflows move deeper into production, many

GPT-5 API Features

GPT-5 achieves 74.9% on real-world coding benchmarks while using 22% fewer tokens, signaling AI efficiency and capability moving together. By consolidating reasoning, speed, and multimodal capabilities into one unified system, it changes how developers build, test, and ship with AI. For the first time, we have a

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 has been positioned as Anthropic's most powerful

Browser Agent Security Risk

Imagine asking an LLM-powered browser agent to book a flight, only for a hidden prompt injection on a webpage to hijack the workflow and trigger an unauthorized bank transfer—without a single line of traditional malicious code. It's the new reality of AI-powered browser agents, where

Where Are DeepSeek Data Centers Located

DeepSeek shocked the tech world in early 2025 by releasing AI models that appeared to rival GPT-4-class performance at a fraction of the cost, supported by a distributed computing footprint spanning coastal cities, inland hubs, and even underwater facilities. DeepSeek's data center strategy reflects China'

Claude Haiku 4.5: Initial Reactions

Anthropic's Claude Haiku 4.5, launched on October 15, 2025, brings near-frontier AI performance to a smaller, cheaper model: one-third the cost and twice the speed of larger frontier models, with free access available to everyone. It marks a notable shift in the AI landscape: Anthropic’

Orchestrating Agents at Scale (OpenAI DevDay Talk)

Building dynamic UIs for complex agentic workflows used to take months of custom engineering—now it can take minutes. At OpenAI's DevDay 2025, the company unveiled AgentKit, a toolkit designed to help 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 is designed to accomplish in about 30 minutes what can take human researchers 6–8 hours—using a specialized reasoning model to autonomously browse the web, read dozens of sources, and produce cited reports. Deep Research represents a new category of agentic AI that doesn&

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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