Explore the latest in AI automation, workflow optimization, and technology insights to transform your business.
What the Hugging Face breach showed. On July 20, 2026, Axios reported that Hugging Face had disclosed a breach of part of its production infrastructure that it described, in [its own incident write…
AI agents introduce a distinct attack surface: autonomous execution capability that an adversary can commandeer. This guide covers eight practical controls that address the most common failure modes for teams deploying agents in production.
We pulled our own Google Search Console panel: 2,033,312 impressions, 13,293 clicks, 0.65% CTR across 768 pages. Original first-party data on where zero-click search actually costs us clicks.
The two-judgments test, how to evaluate a candidate or vendor, red flags, engagement models, and what it actually costs, before you sign anything.
The real FDE toolchain: agent orchestration, evaluation, guardrails, and observability, in that order. No vendor list, no fabricated tool claims, just the four disciplines that matter.
How the forward deployed engineer business model actually works commercially: paid for a working deployment, not seats, with the audit-evals-deployment loop that earns trust.
An AI engineer builds the system. A forward deployed engineer combines that with commercial judgment on what to build and for whom, embedded inside a customer. The real distinction.
A forward deployed engineer ships production code and owns the outcome. A consultant delivers advice. The honest table on embed duration, code ownership, incentive, and when each fits.
The FDE salary web is dominated by unsourced content-farm numbers. Here is what the credible sources actually say, why the real range is wide, and how to verify comp yourself.