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[
{
"slug": "three-types-of-confidence",
"title": "The Three Types of Confidence",
"description": "How AI is forcing engineers to examine what kind of confidence they actually own.",
"tags": ["AI", "Career", "Mindset"],
"date": "2026-05-07"
},
{
"slug": "the-pizza-problem",
"title": "What We Got Wrong With AI Test Agents and the Workflow That Fixed It",
"description": "This presentation is a story and a playbook: how to explain AI's limits when someone tells you to \"just use AI for testing,\" and how to build a 'Human–AI–Human' workflow that helps embrace AI as a tool for what it is, boilerplate and tedious stuff.",
"tags": ["AI", "Testing", "Workflow"],
"date": "2026-05-07"
},
{
"slug": "harmcs",
"title": "Risk-Based Testing for AI Systems",
"description": "Harness engineering principles for building safe, reliable, and governed AI systems through risk-based testing approaches.",
"tags": ["Reliability", "Safety", "Governance"],
"date": "2026-05-08"
},
{
"slug": "pcda",
"title": "PCDA",
"description": "Reimagining the Deming Cycle in AI",
"tags": ["AI", "Methodology", "Process"],
"date": "2026-05-08"
},
{
"slug": "next-gen-genai",
"title": "Empowering the Next Generation to Thrive in the GenAI Era",
"description": "Preparing and empowering the next generation for success in the age of Generative AI",
"tags": ["AI", "Education", "Future"],
"date": "2026-05-21"
},
{
"slug": "building-production-ready-mcp-servers",
"title": "Building Production-Ready MCP Servers: Lessons from an Open Source Template",
"description": "A 60-minute workshop walking through how we built a production-grade, open source MCP server template at Red Hat, covering FastMCP + FastAPI integration, multiple transport protocols, OAuth, structured logging, and OpenShift deployment.",
"tags": ["MCP", "AI", "Open Source", "Kubernetes", "Workshop"],
"date": "2026-05-26"
},
{
"slug": "token-economics",
"title": "AI Agents Gone Wild: Token Economics Survival Guide",
"description": "Learn what AI agents really are, why your wallet cries when using them, and how to save 40-80% on your LLM bills. A practical guide to token economics and cost optimization.",
"tags": ["AI", "Token Economics", "Cost Optimization"],
"date": "2026-06-18"
},
{
"slug": "co-branded-meetup-proposal",
"title": "Agentic Testing Meetup Proposal",
"description": "A co-branded community meetup proposal: Pune AI Collective x The Test Trove. Deep-dive into AI-powered testing agents, browser automation, and intelligent test frameworks.",
"tags": ["Testing", "AI Agents", "Community"],
"date": "2026-06-18"
}
]