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The New Stack
thenewstack.io
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One engineer shipped 2,000 PRs a month to production. Verification is the key.
The New Stack
8h
8 hours ago
HN
6 min read
The New Stack
Arjun Iyer
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Actions for One engineer shipped 2,000 PRs a month to production. Verification is the key.
“Dormant deployments were quietly consuming storage”: Why Vercel tightened its free-tier rules
The New Stack
9h
9 hours ago
3 min read
The New Stack
Meredith Shubel
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Actions for “Dormant deployments were quietly consuming storage”: Why Vercel tightened its free-tier rules
This week’s news from Zed, Anthropic, and OpenRouter shows why better harnesses matter more than better models
The New Stack
12h
12 hours ago
5 min read
The New Stack
Matthew Burns
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Actions for This week’s news from Zed, Anthropic, and OpenRouter shows why better harnesses matter more than better models
Claude couldn’t hack OpenAI. Then Anthropic shipped Opus 5.
The New Stack
1d
1 day ago
HN
3 min read
The New Stack
Amanda Caswell
Covers 2 stories
Hacking OpenAI
,
I Let Claude Opus Write a Chrome Exploit: The Next Model (Mythos?) Won't Need My Help?
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Actions for Claude couldn’t hack OpenAI. Then Anthropic shipped Opus 5.
Kubernetes can run AI inference. But can it count the real cost?
The New Stack
1d
1 day ago
5 min read
The New Stack
Bill Doerrfeld
Covers 5 stories
High-quality, ubiquitous, and portable telemetry for effective observability
,
Monitoring system & time series database
,
and more ›
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Actions for Kubernetes can run AI inference. But can it count the real cost?
How buildpacks help enterprises finally operate container security controls at scale
The New Stack
1d
1 day ago
8 min read
The New Stack
Catherine Edelveis
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Actions for How buildpacks help enterprises finally operate container security controls at scale
Your agent is only as good as your infrastructure
The New Stack
1d
1 day ago
4 min read
The New Stack
Selene Cecchinel
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Actions for Your agent is only as good as your infrastructure
Open-weight models now handle a majority of tokens on Vercel’s AI Gateway. But Anthropic still takes 64% of the spend.
The New Stack
1d
1 day ago
3 min read
The New Stack
Paul Sawers
Covers 2 stories
🚀 Deploying Your App to Vercel: A Step-by-Step Guide
,
Deepseek Overtakes Google on Volume Cost per Token Falls
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Actions for Open-weight models now handle a majority of tokens on Vercel’s AI Gateway. But Anthropic still takes 64% of the spend.
Code review is burning out your best engineers
The New Stack
1d
1 day ago
5 min read
The New Stack
Ankit Jain
Covers 2 stories
The AI Productivity Paradox Report 2025
,
The Productivity-Experience Paradox
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Actions for Code review is burning out your best engineers
Intel squeezed a 1.58-bit LLM down to 1.485 bits without changing a single weight
The New Stack
2d
2 days ago
r/technology
3 min read
The New Stack
Amanda Caswell
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Actions for Intel squeezed a 1.58-bit LLM down to 1.485 bits without changing a single weight
“Be transparent only if asked”: OpenAI’s models learned to leave notes for their future selves
The New Stack
2d
2 days ago
5 min read
The New Stack
Meredith Shubel
Covers 7 stories
Model Misalignment Reporting Framework
,
Self-generated prompt injections in compaction summaries
,
and more ›
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Actions for “Be transparent only if asked”: OpenAI’s models learned to leave notes for their future selves
GitHub and Anthropic used their own agents for major Rust rewrites — with very different playbooks
The New Stack
2d
2 days ago
4 min read
The New Stack
Paul Sawers
Covers 7 stories
Rewriting Bun in Rust
,
Zig-0.14.0 Landed
,
and more ›
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Actions for GitHub and Anthropic used their own agents for major Rust rewrites — with very different playbooks
Anthropic’s new Claude Code feature could drain your plan before lunch
The New Stack
2d
2 days ago
HN
3 min read
The New Stack
Amanda Caswell
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Actions for Anthropic’s new Claude Code feature could drain your plan before lunch
Study: Developers are addicted to AI, and managers are making it worse
The New Stack
2d
2 days ago
3 min read
The New Stack
Steve Fenton
Covers 1 story
Skinner Box
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Actions for Study: Developers are addicted to AI, and managers are making it worse
Why human oversight is shifting from writing code to defining requirements
The New Stack
2d
2 days ago
10 min read
The New Stack
Naseeb Ahmed Mian
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Actions for Why human oversight is shifting from writing code to defining requirements
Perplexity’s AI agents helped build a database. They weren’t allowed to run it.
The New Stack
3d
3 days ago
3 min read
The New Stack
Amanda Caswell
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Actions for Perplexity’s AI agents helped build a database. They weren’t allowed to run it.
Automattic says CEO Mullenweg was gone and back inside 33 hours. What happened between?
The New Stack
3d
3 days ago
HN
3 min read
The New Stack
Adrian Bridgwater
Covers 1 story
Self-hosted self-sovereign identity server
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Actions for Automattic says CEO Mullenweg was gone and back inside 33 hours. What happened between?
“Everyone’s in a race to replace GitHub”: Zed launches Delta because agents made pull requests obsolete
The New Stack
3d
3 days ago
6 min read
The New Stack
Paul Sawers
Covers 7 stories
Zed is a next-generation code editor
,
zed-industries/zed
,
and more ›
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Actions for “Everyone’s in a race to replace GitHub”: Zed launches Delta because agents made pull requests obsolete
Anthropic bet users were choosing wrong. So it removed the choice.
The New Stack
3d
3 days ago
3 min read
The New Stack
Amanda Caswell
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Actions for Anthropic bet users were choosing wrong. So it removed the choice.
The most important AI job in history? How developers might become “employee-like” evaluators to align AI with human values
The New Stack
3d
3 days ago
4 min read
The New Stack
Adrian Bridgwater
Covers 9 stories
We Must Pace the Frontier
,
I resigned from Anthropic today. I spent the last three years doing pretraining research at both OpenAI and Anthropic. Neither company is acting responsibly. They are racing...
,
and more ›
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Actions for The most important AI job in history? How developers might become “employee-like” evaluators to align AI with human values
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