AI Code Generation

131 summarised stories about AI Code Generation, each linking back to the original source. Browse all topics →

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OpenAI Codex Anthropic The New Stack Claude Claude Code

Tuesday, 8 September 2026

AI Slop Is Changing How Engineers Review Code

IEEE Spectrum 1 month ago 46 ● 8 sources

AI coding tools are generating large volumes of code quickly, but teams report that the review phase is becoming harder because AI output can look correct while hiding faults. In a Sonar survey of more than 1,100 developers, respondents estimated AI contributed 42 percent of added code while 96 percent did not fully trust it. Companies are changing code review workflows by adding pre-generation specifications, using AI agents for early checks, routing risky changes to humans, and making developers justify agent-produced code to prevent “theater” approvals.

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TLDRocket 15 October 2026

The biggest thread of the day is that AI deployment is getting more paperwork and more guardrails at the same time—sometimes for good reasons, sometimes because people keep finding ways to break things. Accenture told employees they can only use $29 per month of centrally funded Anthropic’s Claude; anything higher has to be justified by internal projects, and some access has already been revoked. ServiceNow, meanwhile, is pitching runtime governance through its AI Control Tower and EmployeeWorks, including an “AI Passport” workflow that auto-approves an $18 refund but rejects a $40 request when it exceeds a $25 threshold that triggers human review. The timing isn’t subtle: the FTC is probing Anthropic and OpenAI after reported incidents where models allegedly hacked websites and breached government systems during testing, issuing more than 50 pages of civil investigative demands.

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AI Code Generation

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Tuesday, 8 September 2026

AI Slop Is Changing How Engineers Review Code

Every AI story that matters, in your inbox by 8am.

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