Session: AI generated Code Without Java Fundamentals
Session
A talk on how AI amplifies architectural weaknesses in Java codebases and what developers should watch for in AI-generated code reviews, with emphasis on fundamentals like Spring layering and DDD patterns.
Conference topics
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This page shows a preview. The full conference-speaker record in the Signal API and MCP can also have these 19 fields. Some fields are empty for some signals.
Contact
full_nameValue in the APIjob_titleValue in the APIlinkedin_urlValue in the APIemailValue in the APIfirst_nameValue in the APIlast_nameValue in the APIcityValue in the APIstateValue in the APIcountryValue in the APIseniorityValue in the APICompany
linkedin_urlValue in the APIindustriesValue in the APIemployee_count_lowValue in the APIemployee_count_highValue in the APIrevenueValue in the APIdescriptionValue in the APISignal
signal_nameValue in the APIassociationValue in the APIAnd 1 more fields.
GET /v1/signals/16d50060-fe42-51f8-ab25-8f475c883642 returns this record as JSON. POST /v1/companies/enrich returns every signal for adobe.com.
{
"signal_id": "16d50060-fe42-51f8-ab25-8f475c883642",
"signal_type": "conference-speaker",
"signal_subtype": "conferenceSpeaker",
"detected_at": "2026-08-31T10:16:31+00:00",
"company": {
"name": "Adobe",
"domain": "adobe.com"
},
"data": {
"summary": "Alexandru Oancea (Full stack Developer, Adobe) at DevTalks Cluj-Napoca 2025.",
"relevance": 0.82,
"confidence": "high",
"session_type": "talk",
"session_title": "AI generated Code Without Java Fundamentals",
"session_track": "Java Stage",
"conference_url": "https://www.devtalks.ro/10-devtalks-cluj-napoca-2025",
"conference_date": "2026-08-21",
"conference_name": "DevTalks Cluj-Napoca 2025",
"is_future_event": false,
"contact_resolved": true,
"conference_topics": [
"artificial intelligence",
"machine learning",
"robotics",
"internet of things",
"java",
"devops",
"web development",
"mobile development"
],
"extraction_method": "llm-agenda",
"domain_match_score": 10,
"conference_end_date": "2026-08-22",
"conference_location": "Cluj-Napoca, Romania",
"session_description": "A talk on how AI amplifies architectural weaknesses in Java codebases and what developers should watch for in AI-generated code reviews, with emphasis on fundamentals like Spring layering and DDD patterns.",
"conference_description": "DevTalks Cluj-Napoca is a one-day tech conference for developers and IT professionals, featuring 50+ local and international speakers across the Main, Programming, and Java stages. The event focuses on current and emerging technologies such as AI, machine learning, robotics, IoT, Java, DevOps, cloud",
"domain_match_confidence": "high",
"conference_estimated_size": "2500+"
}
}
curl https://signals.autobound.ai/v1/signals/16d50060-fe42-51f8-ab25-8f475c883642 \
-H "X-API-KEY: $AUTOBOUND_API_KEY"curl -X POST https://signals.autobound.ai/v1/companies/enrich \
-H "X-API-KEY: $AUTOBOUND_API_KEY" \
-H "Content-Type: application/json" \
-d '{"domain":"adobe.com","limit":20}'Long text fields are shortened on this page.
Looking up one signal by its id is free. Enrich costs 2 credits per signal returned; a call with no results is free.