AI has lowered the barrier to building. Here’s what that means for engineers.
For most of software’s history, building meant writing code. Not just understanding it, but producing it. The entry point was The post AI has…
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Code Review After Code Gets Cheap
In my previous article, I argued that agentic development needs enough specification to make correctness checkable. A quick prompt can get implement…
The code confidence gap nobody’s talking about
AI has changed the economics of software creation: A task that once took hours to implement can now start with The post The code confidence gap nobo…
Spotify More Than Doubled Monthly Code Changes as AI Accelerated Development
Spotify reports that AI-assisted development more than doubled monthly merged changes, prompting a review of quality and reliability controls across…
Bit Cloud’s next chapter starts after the AI builds your app
For many developers, building an application from an AI prompt is already part of the workday. Turning that first version The post Bit Cloud’s next…
The Future of Software May Be Conversational Rather Than Autonomous
The following article originally appeared on Robert Englander’s blog site and is being reposted here with the author’s permission. The software indu…
The Agentic Data Science Playbook
The following article originally appeared on Vanishing Gradients and is being republished here with the authors’ permission When an AI agent can exp…
The Agentic Data Science Playbook
The following article originally appeared on Vanishing Gradients and is being republished here with the authors’ permission When an AI agent can exp…
Kill the code review theater, keep the review
Six months ago I wrote about how to kill the code review, and I was wrong. I still think line-by-line The post Kill the code review theater, keep th…
Evaluating AI-Generated Frontend Code: What Should We Actually Test?
AI can now generate a surprising amount of frontend code from a short description. A developer can ask for a form, a table, a modal, a settings page…
Human Judgment Doesn’t Leave the Software Factory, It Relocates
The following article originally appeared on Elevate and is being reposted here with the author’s permission. A software factory is a repeatable loo…
Will TypeSafe’s Jev Change How We Build AI Applications?
The following article originally appeared on LinkedIn and is being reposted here with the author’s permission. This week the AI community was in upr…
MCP Is Not Just Another API Standard
Ask most engineers what MCP is and you’ll get the same answer: a way to plug tools into an LLM. Fair enough, as far as it goes. But that description…
Code review is burning out your best engineers
Every team I talk to has the same problem. Their best engineers, the ones who care most about code quality, The post Code review is burning out your…
Why human oversight is shifting from writing code to defining requirements
This walks through the pipeline our agents operate inside—from a recorded scoping meeting through unit specs, spec review, generated code, The…
“Everyone’s in a race to replace GitHub”: Zed launches Delta because agents made pull requests obsolete
Something of a consensus has emerged from the developer fraternity in 2026 — GitHub, a platform built substantively for human The post “Everyo…
Your AI coding spend bought 25% more output. Duplication rose 81%.
Since they arrived on the scene, a great swathe of the software industry has pinned its hopes on AI tools, The post Your AI coding spend bought 25%…
OpenAI’s safety system is already cutting off API responses mid-task
AI companies have spent the last few years competing to build the best models, faster than the other, with each The post OpenAI’s safety syste…
Shopify spent years on React Native — then rebuilt everything in 12 weeks
In 2020, Shopify made a bet that resonated across the developer world by writing mobile code once in React Native The post Shopify spent years on Re…
OpenAI gave an AI the power to block its own engineers’ code
Every pull request submitted by an OpenAI engineer now goes through an automated security review, and the AI model doing The post OpenAI gave an AI…
Anthropic promised 20x more usage. Then developers hit a weekly ceiling.
Anthropic sells its top-tier Claude Max subscription with the promise of 20 times more usage than its $20-a-month Pro plan. The post Anthropic promi…
Claude Fable 5.1 vs. Fable 5: On real work, I couldn’t tell them apart.
Anthropic launched Claude Fable 5.1 this week, calling it “our most advanced model for coding and knowledge work.” There was The post Claude Fable 5…
Inside a Software Factory
As a software engineer with more than seven years of experience before the coding-agent era, I never liked the idea of vibe coding. But I knew there…
Runway wants to generate software as you use it. Solaris is its first step.
Runway introduced Solaris on Monday, the first model of a new class of AI systems it calls Interface World Models, The post Runway wants to generate…
GLM-5.3-Flash vs. GLM-5.3: Time and money, not the spec sheet
I always wonder about the end goal when companies launch products so close together and undercut each other by claiming The post GLM-5.3-Flash vs. G…
Your agent context needs a development lifecycle
Skills, agent configurations, prompt instructions, and rules files. These artifacts now determine what your coding agents produce. They shape every…
Your AI agent is only as good as the harness around it
An agent can give a convincing answer in a demo. Especially when the question is clear, the documents are up The post Your AI agent is only as good…
Shopify’s CEO threatened to ban Claude Code. Anthropic had already closed the feature request.
Shopify CEO Tobi Lütke is considering banning Claude Code at the company, but not because he thinks Anthropic’s coding agent The post Sho…
CLI or IDE? Build in verification first
The argument over where AI coding agents belong,  in an integrated development environment (IDE) or at the command line interface The post CLI…
Most coding agent benchmarks skip large-scale refactoring. Not this one.
AI coding agents still struggle with large-scale refactoring, with the best model achieving only a 41.2% resolve rate on a The post Most coding agen…