In TechXchange 2025, I got chance to meet people who are shaping the world future—Pro-coder, Industry leader, innovator and mentor. Back from the conference with a clear roadmap for bringing AI into my day-to-day work.
Three takeaways:
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Skills. Hands-on labs and community tracks tied backend realities to UI constraints—great context for designing resilient, API-aware front ends.
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AI in the dev workflow. Tried enterprise coding assistants and agentic patterns that sped up refactors, upgrades, and code reviews—the exact friction that slows front-end teams.
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From demo to prod. LLM features need observability and orchestration: track latency budgets, safety guardrails, and UX impact so AI-driven flows feel fast, safe, and human.
Two bigger conclusions from conversations with leadership:
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We’re in a rare window of rapid change—maybe ~3 years—as AI diffuses across every sector. After that, tools and processes will mature and the pace will normalize. Now is the time to experiment and institutionalize what works.
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Even if you think we’re in a “bubble,” it’s a productive one. The infrastructure, patterns, and skills we’re building will outlast the hype and reshape how we manage finance and run the business.
What I’ll do next: pilot a coding assistant for refactors, set latency SLOs for LLM endpoints, add evals & guardrail checks to CI, and instrument UX to measure real user impact.
https://www.linkedin.com/posts/anandsagar12_ibmtechxchange-txc2025-community-activity-7383492265803005953-rlL-?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACuwiwBrjKA88eP-Ug5T0S6484dbQvHRAU
Thank you!!