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When the AI Toolkit Becomes the Attack Vector: Lessons from the LiteLLM Incident

For several years, the security conversation around AI tools focused on what those tools might produce — biased outputs, hallucinated facts, leaked prompts. The conversation has shifted. The tools themselves…
Posted by Giuseppe Basile October 25, 2026
Posted inNews

Executive Briefing: 10 Hours Saved by AI Don’t Become 10 Useful Hours on Their Own

For the first few years of the AI productivity wave, the conversation was almost entirely about hours saved. Tools got benchmarked by how many tasks they could compress or eliminate,…
Posted by Giuseppe Basile October 23, 2026
Posted inNews

Inside Claude Managed Agents: Deployments, Dreaming, and What the Q&A Revealed

The first real shift in working with AI agents wasn't the agents themselves — it was the moment teams stopped running them manually and started scheduling them like jobs. Claude…
Posted by Giuseppe Basile October 14, 2026
Posted inNews

Grok 4.7: Competitive Pricing, Not Yet Frontier Capability

The landscape at the top of the AI model rankings has been thinning for a while. Through most of 2025, two or three models dominated the capability benchmarks while everyone…
Posted by Giuseppe Basile September 29, 2026
Posted inNews

GPT-6 Soul and Luna: OpenAI’s Workhorse Models and the Cost Compression Signal

The model landscape is compressing fast. Two years ago, running frontier-quality AI on a budget meant accepting real quality trade-offs. Today, OpenAI's two newest releases suggest that gap is narrowing…
Posted by Giuseppe Basile September 29, 2026
Posted inNews

GPT-6 Astra: Reading Past the Benchmark Saturation

When the Scoreboard Runs Out of Room For the past few years, researchers and practitioners have tracked frontier model progress through a handful of benchmark suites — ARC-AGI for reasoning,…
Posted by Giuseppe Basile September 7, 2026
Posted inNews

Astra Arrives: A First Look at GPT-6 Across Benchmarks, Alignment, and Early Demos

OpenAI's newest frontier model, GPT-6 — branded Astra — has begun rolling out to paying users and API customers. After a delayed release attributed to additional alignment work, the numbers…
Posted by Giuseppe Basile September 6, 2026
Posted inNews

When Optimization Becomes a Security Problem

When Optimization Becomes a Security Problem For years, the containment of powerful AI systems has been treated as largely a sandboxing problem: isolate the model, restrict its network access, limit…
Posted by Giuseppe Basile August 31, 2026
Posted inNews

What Codex’s Harness Reveals About Building Agents That Actually Work

Building an agent that works in a demo is one thing. Building one that runs reliably for hours, handles ambiguous permissions, searches a hundred tools without choking on context, and…
Posted by Giuseppe Basile August 12, 2026
Posted inNews

The CCA Exam as a Field Guide: Six Anti-Patterns Every Agentic Engineer Should Know

For most of the past few years, building an AI agent meant wiring a model to a few tools and hoping the prompt held. The architecture was simple because the…
Posted by Giuseppe Basile August 12, 2026

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