explore | Grilled Cheese

New video is live.

A practical look at JVM diagnostics and monitoring -what to inspect, which tools matter, and how to reason about what the JVM is actually doing.

Watch here: youtu.be/z4jeFoT7SKY

#Java #JVM #Performance #SoftwareEngineering

Safety filters meant to protect users may now block legitimate engineering work. Is AI becoming too cautious?

#AI #SoftwareEngineering https://spaisee.com/article/when-ai-safety-filters-get-in-the-way-of-legitimate-engineering

Best technical docs aren't the most thorough. They admit what they don't cover. 'This doc doesn't explain X, ask in #channel ' saves more time than another unread page.

#SoftwareEngineering #SDLC

Bad bullet: 'Responsible for backend services.' Good bullet: 'Cut p95 latency by adding a Redis cache.' Lead with the outcome, then the how. Hiring managers scan for results, not duties. #ResumeTips #SoftwareEngineering

New arXiv paper proposes AgentSecGraph, a static analysis framework that builds security-aware dependency graphs for LLM agents instead of relying on predefined sensitive sinks. It also introduces…

#AIsecurity #LLMagents #DevTools #SoftwareEngineering
https://arxiv.org/abs/2610.03014

Estimation, translated:

▶️ 'small change' = touches 4 services.
▶️ 'Should be quick' = nobody's looked at this since 2021.
▶️ 'Just a config change' = it was not.

#SoftwareEngineering #Fun

New ClarifyCodeBench benchmark evaluates LLMs on resolving ambiguous requirements before code generation, addressing a gap in current evaluations that assume fully specified prompts. Built from real-world…

#DeveloperTools #LLMs #SoftwareEngineering #CodeGeneration
https://arxiv.org/abs/2607.00711

⚡ Remote C, Golang Software Engineer working on dqlite, a Raft extension for SQLite at Canonical.
✅ Apply here: https://jobicy.com/jobs/150128-c-golang-software-engineer-working-on-dqlite-a-raft-extension-for-sqlite

#RemoteJobs #TechJobs #SoftwareEngineering #RemoteWork #DeveloperJobs