AI in the SDLC
AI across the SDLC: every phase of delivery, rewritten
From requirements to maintenance, every phase of the lifecycle now has an AI-shaped seam running through it. A phase-by-phase field guide.
Read article →Insights
The XORLabs blog.
Field notes on agentic AI, RAG, LLM engineering and what it actually takes to ship production AI.
Articles
Agentic AI
Agentic AI in production: what actually ships in 2026
Most agent demos never reach production. Here's the architecture, guardrails and evaluation discipline that get autonomous agents past the prototype.
Read article →Developer Experience
From autocomplete to coworker: a day with an AI-augmented developer
The unit of developer work has moved up a level. An honest tour of a 2026 workday — briefs, reviews, debugging and the skills that still matter.
Read article →Quality Engineering
AI code review and testing: raising the bar while shipping faster
First-pass review bots, curated test suites and eval gates in CI — how to use AI for quality without rubber-stamping your way to production.
Read article →IT Operations
AIOps grows up: from alert fatigue to self-healing IT
Helpdesk agents, incident copilots and runbook automation with approval gates — how AI is rewiring day-to-day IT operations.
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