
ViennaJS May Meetup
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Bring your JS interest and a good vibe! Everybody is welcome & feel free to share this invitation!
Talks and info:
All details: https://viennajs.org/en/meetup/vienna-js-may-2026
Timetable:
18:00: Gathering, food & drinks ~18:45 - 19:00: Start of the first talk
Talks:
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🗣️ Edouard Maleix
▶️ Context That Compounds: What I Learned Building a Memory Lifecycle for Coding Agents
Most teams manage agent context with static rule files — CLAUDE.md, AGENTS.md, custom YAML checklists, skills, etc. I do too. Then I tracked what actually happened: agents repeated the same mistakes across sessions, rules accumulated without evidence they helped, and review load stayed constant no matter how many rules I added.This talk covers what I learned building and testing a different approach: treating context as a living artifact with a lifecycle — generated from real incidents, curated for gaps, compiled to token budgets, and evaluated before injection. The key insight: context you can't measure is context you can't improve.I'll walk through three concrete problems and the patterns I found to address them:
- Attribution — when an agent opens a PR, you can't tell what it wrote, why, or whether a human reviewed it. Giving agents their own signing keys and git identity changes code review from guessing to auditing.
- Memory that persists — Monday you correct an agent, Tuesday it makes the same mistake. I built a typed diary (episodic, procedural, semantic, reflection entries) that survives across sessions and compiles into token-budget context packs. The difference vs. static rules: rules authored from memory can't compound; entries harvested from incidents can.
- Evaluating context, not just code — SWE-bench tests whether agents can fix bugs. I needed something different: does this context pack actually help th
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