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Deep reflections on AI agents, software development, and the tools shaping tomorrow's engineering workflows.

October 18, 2025
8 min read

AI Agents and the Future of SDLC: Engineering Reliability in an Era of Autonomous Systems

An in-depth exploration of how AI agents are transforming software development lifecycles, the fundamental challenges of hallucination and context engineering, and the architectural patterns needed to build trustworthy autonomous development systems.

AI AgentsSDLCSoftware EngineeringContext EngineeringReliability
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September 26, 2025
11 min read

AI Vibe Coding vs. AI IDEs: When Velocity Meets Reality at Scale

A critical analysis of AI-powered development tools,from lightweight coding assistants to full IDE integrations,examining where they excel (greenfield prototypes) and where they struggle (legacy monorepos, cross-cutting refactors, and enterprise constraints).

AI ToolsDeveloper ExperienceIDEsCode QualityEnterprise Software
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