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Debugging Is Invariant Discovery: What One Kafka Session Taught Us About AI Agents

September 2026 Comments Off on Debugging Is Invariant Discovery: What One Kafka Session Taught Us About AI Agents

Author: Viktoria Evdokimova Original post on Foojay: Read More #foojay-site-content for WordPress credentials (already have them from the first post). 2. foojay.io/wp-admin -> new post, paste this Markdown, Save Draft, Preview in a new tab. 3. Code blocks: “Convert to blocks” / “Code Insert”, set language Java for the two Java snippets. 4. Featured image: required. Use articles/explyt-kafka-tid-invariant/en/cover-one-symptom-ten-problems.png (1672×941, branded, …

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Community Spotlight: BoxLang Express Brings Node-Style HTTP to the JVM

September 2026 Comments Off on Community Spotlight: BoxLang Express Brings Node-Style HTTP to the JVM

Author: Cristobal Escobar Original post on Foojay: Read More If you’ve spent years in Spring Boot, Micronaut, or Jakarta EE, “web framework” usually means a servlet container, an embedded Tomcat or Netty, a build step, and a fat jar before anything answers a request. What if you could skip all of that and still be on the JVM? BoxLang Express, …

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“Commit created” — but it isn’t: why the agent’s word needs external verification, and what the mistake costs

September 2026 Comments Off on “Commit created” — but it isn’t: why the agent’s word needs external verification, and what the mistake costs

Author: Viktoria Evdokimova Original post on Foojay: Read More A detailed report reads like proof. The agent lists the files it touched, names the branch, quotes a commit hash, adds a test count and closes with “done”. The work has a shape. The shape looks right. You have six more tickets. The report is model output. The commit, if it …

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