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agentic SDLC

2 articles · Page 1 of 1
Design Hub
Design Hub
Aug 31, 2026 · Artificial Intelligence

How Uber Transforms AI Programming into a Scalable Software Factory

Uber’s engineering blog reveals how the company embeds AI agents across the entire software lifecycle—covering code review, CI fixes, alert triage and routine maintenance—by defining a four‑layer agent model, breaking cost into six variables, and applying Pareto‑efficient model routing to keep usage growth from exploding the bill while delivering measurable productivity gains.

AI agentsMCPPareto efficiency
0 likes · 25 min read
How Uber Transforms AI Programming into a Scalable Software Factory
Infinite Tech Management
Infinite Tech Management
Jul 14, 2026 · R&D Management

How Close Are We to an Autonomous AI‑Native Development Pipeline?

The article examines why AI‑assisted coding speeds up individual developers yet fails to shorten end‑to‑end delivery, proposes an issue‑driven automation platform called IssueOps, outlines four AI coding maturity levels, discusses risk boundaries, tool choices, and evaluates how far organizations are from achieving a fully autonomous L4 development pipeline.

AI OpsDevOpsIssue-driven automation
0 likes · 16 min read
How Close Are We to an Autonomous AI‑Native Development Pipeline?