Fixing the AI slop problem in open source

Bill Doerrfeld | March 29, 2026

 My latest feature for The New Stack looks into solutions being proposed to fix open source Slopmageddon.

Open source maintainers are getting hammered by AI slop contributions. These take 12x more time to review, says one developer.


It's a messy evolving issue right now. The kind of topic I like exploring with deep feature articles. 😅


Over the past month I've been talking to a number of folks and looking into stories and research around the topic. Today I'm excited to share my feature for The New Stack.


The verdict? It's gonna take a combination of new platform tools, updated contributor guidelines, vouch and reputation systems, foundation guidance, and community support to fix the problem at scale.


Without trust, open source breaks down. Check it out for an overview of the dilemma and what experts suggest going forward.

Read: 96% of codebases rely on open source, and AI slop is putting them at risk

Other Blog Posts

By Bill Doerrfeld May 13, 2026
My latest for CIO Online features real results form CIOs actively deploying AI agents to empower sales and revenue teams.
By Bill Doerrfeld May 12, 2026
Reports say consumers are souring on AI everywhere, all the time. So, at the risk of losing trust, or even potential business, is adding AI to an existing product really worth it?
By Bill Doerrfeld May 1, 2026
Cloudflare rebuilt Next.js over a weekend using agentic coding.
By Bill Doerrfeld April 20, 2026
My InfoWorld feature reviews the key building blocks in agentic systems and with real-world examples from Shopify, Block, and others.
By Bill Doerrfeld March 31, 2026
My latest InfoWorld feature explores what makes an enterprise MCP registry effective, from semantic discovery to governance and security for AI agents.
By Bill Doerrfeld March 30, 2026
My first-ever contribution to CSO Online looks at the shifting landscape, from perimeter-based security to API security, and how CISOs are responding.
A digital pattern of rounded rectangular blocks in shades of blue and purple, arranged in an interlocking layout.
By Bill Doerrfeld March 27, 2026
My latest DirectorPlus looks at how agentic AI is reshaping platform engineering at Squarespace: less shared code and more developer experience focus.
By Bill Doerrfeld March 19, 2026
Usage-based pricing is reshaping the API economy. Discover 5 API monetization success stories, including OpenAI, Plaid, and AssemblyAI.
A lightbulb against a purple background, containing a human brain with an
By Bill Doerrfeld March 18, 2026
Why event-driven APIs matter for AI workflows, enabling real-time data, scalable systems, and responsive agent behavior.
By Bill Doerrfeld February 28, 2026
While hardware usually gets the spotlight in physical AI, the real differentiator won't be hardware. It'll be the models.