https://www.sidantix.ai/blog/ Notes from the founder on making autonomous IGA real. Design decisions, tradeoffs, and open specs. No fluff. en-us © 2026 SidantiX hello@sidantix.com (Phani Kolli) hello@sidantix.com (Phani Kolli) Fri, 01 Aug 2026 12:00:00 -0700 Hand-authored — SidantiX 2026 https://www.sidantix.ai/blog/ai-safety-hardening https://www.sidantix.ai/blog/ai-safety-hardening Fri, 01 Aug 2026 12:00:00 -0700 hello@sidantix.com (Phani Kolli) AI-agent security AI hardening Five AI-agent safety controls that separate real governance from checkbox theater: egress allowlists, constitution attestation, time-bounded delegations, adversarial CI, and kill-switch SLOs. https://www.sidantix.ai/blog/five-questions https://www.sidantix.ai/blog/five-questions Sat, 02 Aug 2026 00:00:00 -0700 hello@sidantix.com (Phani Kolli) AI-agent security Buyer guide A buyer-side checklist for evaluating AI-agent governance vendors. Every question is designed to separate real cryptographic controls from configuration theater. https://www.sidantix.ai/blog/ai-model-breakout https://www.sidantix.ai/blog/ai-model-breakout Fri, 01 Aug 2026 00:00:00 -0700 hello@sidantix.com (Phani Kolli) AI-agent security Incident response The recent Anthropic and OpenAI announcements about their own models bypassing safety controls are not one-off incidents. They're a category of failure that runtime-configurable safety systems can't stop. Here's what actually can. https://www.sidantix.ai/blog/machine-constitution https://www.sidantix.ai/blog/machine-constitution Fri, 01 Aug 2026 00:00:00 -0700 hello@sidantix.com (Phani Kolli) AI-agent security Open source An open format for the safety invariants every AI-agent policy engine needs — and why runtime-mutable rules are a category error.