Engineering blog from the Taktile teamhttps://engineering.taktile.com/https://engineering.taktile.com/blog/adapting-offensive-security-for-the-ai-agent-age/https://engineering.taktile.com/blog/adapting-offensive-security-for-the-ai-agent-age/Tue, 14 Jul 2026 00:00:00 GMThttps://engineering.taktile.com/blog/five-layers-from-writing-code-to-writing-companies/https://engineering.taktile.com/blog/five-layers-from-writing-code-to-writing-companies/A story about how the entire industry is going through a major upheaval right now. How we build new abstraction layers, and how each new layer collapses faster than the last.Wed, 11 Mar 2026 00:00:00 GMThttps://engineering.taktile.com/blog/it-has-never-been-more-exiting-to-be-a-builder/https://engineering.taktile.com/blog/it-has-never-been-more-exiting-to-be-a-builder/Software Engineering is going through major upheaval right now. Everyone is scrambling to join the agentic revolution and employ AI to get those sweet 10x productivity buffs. If this still sounds overly hype, you missed what’s been happening since ~fall 2025.Thu, 19 Feb 2026 00:00:00 GMThttps://engineering.taktile.com/blog/llm-wiki-agent-memory/https://engineering.taktile.com/blog/llm-wiki-agent-memory/Our agent kept re-deriving the same answers from scratch, burning minutes and dollars on every question. So we gave it a persistent memory. Here's how we built it, how we tested four ways to search it, and what changed.Mon, 13 Jul 2026 00:00:00 GMThttps://engineering.taktile.com/blog/onnx-memory-usage-on-lambda/https://engineering.taktile.com/blog/onnx-memory-usage-on-lambda/How a P2 incident led us down a rabbit hole of glibc arenas, cgroup high-water marks, and the realization that none of our memory metrics meant what we thought they meant.Thu, 04 Jun 2026 00:00:00 GMThttps://engineering.taktile.com/blog/what-were-building/https://engineering.taktile.com/blog/what-were-building/Sharing expertise and building insightful content for everyoneThu, 12 Dec 2024 00:00:00 GMT