Engineering blog

[ 09 articles ]

Engineering
at Taktile

Building trusted AI systems for global financial institutions.

Field notes from the team behind the Taktile platform: AI agents, infrastructure, security, and what we learn shipping them.

Latest articles

[ 08 articles ]

  1. Engineering·Jul 31, 2026

    How we taught our AI coworker to take no for an answer

    Our AI coworker wrote 63% of the commits in his own codebase. He also spent six months learning things no benchmark measures, like what it means when a human closes your pull request. Here's the log.

    Robin Raymond
    [ 8 min ]
  2. FDE·Jul 30, 2026

    How Forward Deployed Engineering works at Taktile, and what our team is working on.

    How Forward Deployed Engineering works at Taktile, and what our team is working on.

    Miroslav Kral, Hao Li, Annie Wachsmuth
    [ 9 min ]
  3. Security·Jul 14, 2026

    Adapting offensive security for the AI agent age

    Security has been one of the biggest sources of anxiety as AI agents get smarter and more capable. Frontier labs like Anthropic have resorted to conditioning ac…

    Andre Lopes
    [ 3 min ]
  4. Engineering·Jul 13, 2026

    We gave our agent a memory: building an LLM Wiki over sources that never sit still

    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.

    Chiara Fischer
    [ 9 min ]
  5. Engineering·Jun 04, 2026

    Your Lambda isn't leaking memory — your metrics are lying to you

    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.

    Robin Raymond
    [ 6 min ]
  6. AI·Mar 11, 2026

    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.

    Joost Rothweiler
    [ 10 min ]
  7. AI·Feb 19, 2026

    It's never been more exciting 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.

    Adrian Buzgar, Robin Raymond
    [ 4 min ]
  8. Community·Dec 12, 2024

    What we're building

    Sharing expertise and building insightful content for everyone

    Joost Rothweiler, Robin Raymond
    [ 1 min ]