7 min read
The 97% Number: What Happened When We Automated Security Triage
We automated security alert triage to a 97% noise-reduction rate — then a suppression rule went stale and nearly let a production vulnerability through unnoticed.
Tagged: automation
11 posts tagged with “automation”
14 min read
Your Token Budget Is a Security Control
Most teams treat token spend limits as cost management. They are blast radius containment. An autonomous agent with no spending ceiling is not a productivity tool — it is an uncontrolled liability.
10 min read
The AppSec Acceleration: Why Your Security Tools Can't See Agent Vulnerabilities
Traditional SAST, DAST, and SCA tools were built for request-response architectures. Agent-first systems have vulnerability classes these tools were never designed to detect — and independent research just confirmed it.
11 min read
How We Work: Automation Engagements
What an automation engagement with Atypical Tech actually looks like — from discovery through validation. No paved cow paths, no automation theater, no surprises.
15 min read
The Interface Security Imperative
Every tool an agent can call is an attack surface. In agent-first architectures, the integration layer is the primary security boundary — and most teams aren't treating it that way.
5 min read
Palantirization and Safe Autonomy: The Same Bet
The trap a16z identified for FDE-model startups is identical to the trap facing AI agent deployments.
7 min read
Safe Autonomy for AppSec: Where AI Agents Actually Help
How the Safe Autonomy framework applies to vulnerability triage, alert correlation, compliance evidence, and security testing. AI agents can multiply your security team—if you build the right guardrails.
5 min read
Interfaces Define Capability and Risk
The integration surface isn’t an implementation detail — it’s the boundary that determines what autonomy can safely do.
5 min read
Structure Beats Prompts: ROBOT in the Wild
Same model, different outcomes: why supervision, specialization, triage, and long-horizon context management matter more than prompt cleverness.
8 min read
The ROBOT Framework: A Practical Model for Building Production-Ready Agentic Workflows
A lightweight, enterprise-grade framework for designing safe, predictable, auditable agentic systems. Learn how Role, Objectives, Boundaries, Observability, and Taskflow turn ad-hoc automation into reliable operational workflows.
3 min read
Safe Autonomy: A First Principles Approach
An introduction to our philosophy on building automation that reduces cognitive load without introducing risk.