The New Stack

Something shifted in the AI coding discourse this month. The argument is no longer about whether agents can write production The post Loops are replacing prompts. Verification is about to be your biggest problem. appeared first on The New Stack.

This week Anthropic finally dropped the first model in its Mythos-class tier, Fable 5. The pitch was clear: this is The post Fable 5 vs Opus 4.8: The real stakes, not the spec sheet appeared first on The New Stack.

I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Claude Fable cost $9 in one coding test. GPT-5.5 cost $1.50. Model triage is the new AI skill. appeared first on The New Stack.

Anthropic abruptly disabled Fable 5 and Mythos 5 for all customers Friday evening, after the US government issued an export The post Federal government orders Anthropic to pull Fable 5 and Mythos 5, three days after launch appeared first on The New Stack.

Every enterprise software vendor is currently selling some version of the same thing: AI agents grounded in enterprise context and The post Who gets to be Switzerland in the enterprise agent wars? appeared first on The New Stack.

Stack Overflow has been the internet’s go-to troubleshooting ground for software developers for more than 15 years — the place The post Coding agents have questions, too — so Stack Overflow built them a home appeared first on The New Stack.

The promise of agentic development is that anyone — the finance analyst, the operations manager, the non-technical founder — can The post “Don’t just grab random stuff off the internet”: What Chainguard found in 52,000 open-source packages appeared first on The New Stack.

The impact AI is making on the world’s workforce is being felt across every industry, but perhaps nowhere more acutely The post “AI is disrupting everything”: Where do entry-level tech jobs go now? appeared first on The New Stack.

Beneath the chatbots and copilots, there’s a quiet revolution happening in the data services space. From pure-play database vendors to The post “The manual model breaks”: What happens when agents write to production data appeared first on The New Stack.

For some time, debugging has relied on the assumption that software is deterministic. It’s expected that with the same input, The post Beyond the stack trace: why AI requires a new debugging paradigm appeared first on The New Stack.

AI beats us at coding. But it’s also better and faster at nearly everything else: planning, QA, working with all The post How to delegate 40% of tickets to AI appeared first on The New Stack.

Async agents are only useful if you can trust what they hand back. In a distributed system, that trust comes The post Agentic development hinges on verification. For cloud-native software, that is a runtime problem. appeared first on The New Stack.

It’s no secret that generative AI has shifted the operations and business models of companies in nearly every sector. But The post AI agents need infrastructure: Why Europe’s regional cloud strategy matters appeared first on The New Stack.

With the rise of AI coding agents, developers have begun experimenting with complex, multi-step upgrade requests. Since Spring is the The post Transform your AI coding agent into a deterministic Java Spring expert appeared first on The New Stack.

Unless you’ve been living under a mousepad, you know about WeAreDevelopers. The Berlin-based software developers conference and networking event, now The post WeAreDevelopers is coming to the US to give unsung developers a bigger voice appeared first on The New Stack.

Large language models have moved quickly from novelty to daily infrastructure in software development. We are no longer using AI The post Cleaner AI training data, fewer bugs: Sonar’s SonarSweep explained appeared first on The New Stack.

If you can see everything, you may see nothing at all. That’s what SREs and DevOps engineers are learning as The post Observability overload is drowning engineers appeared first on The New Stack.

About a year ago, Google demoed a diffusion model at its I/O developer conference, but went quiet about the technology The post Google’s DiffusionGemma is 4x faster than its other Gemma models appeared first on The New Stack.

On Tuesday, Anthropic debuted Fable 5, the first — and much-anticipated — generally available Mythos-class model. Anthropic says it can work The post Fable 5: Guardrails and burn rate are annoying users, who say it’s still better than Opus 4.8 appeared first on The New Stack.

The fastest-moving conversation in AI developer tooling this week began with a job description. Boris Cherny, head of Claude Code The post The Anthropic leader who built Claude Code says he ditched prompting — now he just writes loops. appeared first on The New Stack.

On Wednesday, AWS announced that its Graviton5 processor is now generally available and powers two new Amazon EC2 instances: M9g The post AWS can now mathematically prove your VMs are isolated appeared first on The New Stack.

Last week, Microsoft shut down 73 of its own GitHub repositories following a malware attack that would steal developers’ credentials The post Microsoft pulled 73 GitHub repos after malware attack — but still won’t say who’s compromised appeared first on The New Stack.

Databricks on Wednesday launched OpenSharing, the successor to its open-source Delta Sharing protocol. This updated protocol adds support for Apache The post Databricks wants to kill the “email me a file” problem for AI agent skills appeared first on The New Stack.

The forward deployed engineer (FDE), the role OpenAI and Anthropic turned into one of the most sought-after jobs in AI, The post Ramp bets forward deployed engineers can do what off-the-shelf finance AI can’t appeared first on The New Stack.

In the first week of June, three vendors pushed coding agents past the single-developer loop. The three launches sit at The post Git real: AI agents aren’t just for solo developers anymore appeared first on The New Stack.

Anthropic on Tuesday launched Fable 5, its first generally available Mythos-class model. Fable 5 is essentially the highly capable Mythos The post Anthropic launches Claude Mythos/Fable 5, but you better try it soon appeared first on The New Stack.

AI is rewriting the rules of software security, and the Java ecosystem — the backbone of enterprise computing for more The post Spring is 23 years old. AI just made it a security emergency. appeared first on The New Stack.

The biggest blocker to sustainable AI deployment has emerged as inference cost. GitHub recently abandoned its flat-rate Copilot subscription in The post This AI agent startup ditched Anthropic for DeepSeek — and says it’s saving millions appeared first on The New Stack.

“Keep readers reading” is the not-so-simple goal of Medium’s recommendations system. To predict what’s most likely to appeal to a The post When your data model is the bottleneck: lessons from Medium’s feature store appeared first on The New Stack.

Don’t kill the code reviews; just move the human checkpoint upstream to reviewing intent, specs, plans, constraints, and acceptance criteria. The post How long before we stop reading the code? appeared first on The New Stack.

For the past 18 months, the corporate approach to artificial intelligence has been a gold rush. The mandate was simple: The post The tokenmaxxing party is over, and Revenium is mopping up appeared first on The New Stack.

Memory has replaced compute as a primary constraint for modern tech teams. A perfect storm of hardware architecture limitations, semiconductor The post How AI is solving the memory crunch it created appeared first on The New Stack.

GitHub hasn’t had an easy year. The platform has been hit by repeated outages affecting core services — including the The post Microsoft’s pitch to enterprises: Ditch Azure Repos for GitHub, despite its rocky reliability record appeared first on The New Stack.

Anthropic shipped Claude Opus 4.8 on May 28, and with it came dynamic workflows in Claude Code. This fully testable The post Claude Code’s biggest upgrade yet ran 5 agents at once — here’s what happened appeared first on The New Stack.

Anthropic has announced a limited-time promotion that doubles users’ five-hour usage limits in Claude Cowork. Announced on Monday, it’s sure The post Why Anthropic just doubled Claude Cowork limits at no charge appeared first on The New Stack.

Apache Cassandra releases tend to be evaluated on roughly the same terms. What can it do now that it couldn’t The post For years, Apache Cassandra handed this work to your team — 6.0 takes it back appeared first on The New Stack.

Almost everyone’s workplace experience is now set to welcome AI-agent-driven actions through the applications we use daily, and this rapid evolution The post “A dangerous combination”: The 2 factors that can “corrupt” AI agent workflows appeared first on The New Stack.

The agentic AI wave has produced no shortage of impressive demos. What it has produced less of is agents that The post With Foundry, Microsoft bets the enterprise AI battle is about reliability, not capability appeared first on The New Stack.

Microsoft used its Build 2026 conference last week to announce a series of updates to its flagship Visual Studio IDE The post Microsoft unlocks Visual Studio for developers left behind by its own AI appeared first on The New Stack.

There’s mounting evidence that AI coding tools are delivering on their less outlandish promises. With adoption shifting from 76% in The post AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that. appeared first on The New Stack.

Microsoft has the engineers to build its own agent runtime. At Build 2026 last week, it chose not to, shipping The post Microsoft just made the agent runtime free — and kept everything around it appeared first on The New Stack.

At Snowflake Summit 26 this week in San Francisco, the conversation moved into a new direction. If last year’s focus The post “Whoever builds the most joyous product wins”: The agent war begins appeared first on The New Stack.

“I’ve been doing this since the ’90s — decades of building guardrails to prevent humans from breaking production. We’re now The post Netlify CTO Dana Lawson: Writing code is no longer the job appeared first on The New Stack.

Moving from experimentation to production in AI requires a transformation of mindset, architecture, and engineering discipline. There’s no API wrappers The post From Jupyter Notebook to production: How to ship AI systems that actually work appeared first on The New Stack.

I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post OpenClaw used Gavriel Cohen’s code and exposed the AI Agent accountability problem appeared first on The New Stack.

Making apps is easier than it’s ever been, but making money from them is another matter entirely. While almost anyone The post Replit shows how vibe coding is getting its own financial stack — and a path to profit appeared first on The New Stack.

Cloud network security and content delivery network company Cloudflare announced its acquisition of VoidZero this week, and VoidZero founder Evan The post Cloudflare aqui-hires VoidZero: Did a piece of the open web just stabilize, or become more brittle? appeared first on The New Stack.

If there’s one big takeaway from the AI coding space this week, it’s that the era of flat-rate, all-you-can-code pricing The post Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning appeared first on The New Stack.

Google has introduced Gemma 4 12B, a new model designed to bring high-performance, multi-modal intelligence to standard laptops. Small enough The post Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop appeared first on The New Stack.

Ready or not, the agentic enterprise is here, and the key to enabling it efficiently is being debated from various The post Snowflake thinks it knows what’s really slowing developers down appeared first on The New Stack.