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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Only 34% trust synthetic data’s referential integrity — and it’s holding adoption back
While enterprise leaders overwhelmingly believe in the promise of synthetic data, adoption lags. As a result, synthetic data has great, The post Onl…
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…
Avoiding vendor lock-in through an open-source approach: a developer’s perspective
Every infrastructure team makes decisions that are difficult to reverse. Most of the time, that works out. Sometimes it does The post Avoiding vendo…
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…
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…
Warp wants to make it easier to build your software factory
On Tuesday, Warp introduced Warp Factories, open infrastructure for building cloud software factories, agentic systems that automate work across the…
SpaceXAI Launches Grok Bot for Autonomous AI Agents
SpaceXAI has introduced Grok Bot, a system of persistent AI agents that operate on dedicated cloud computers and can interact with websites, applica…
Platform Engineering ROI: What it costs to build your own platform
What it actually costs to build your own internal developer platform over five years, and why most “we’ll just build The post Platform Engineering R…
Podcast: Culture & Methods Trends 2026: The Human Side of AI Engineering
This is the Engineering Culture Trends Report for 2026. Featuring a panel of QCon speakers and InfoQ contributors, they discussed AI adoption maturi…
Forget humans “in” the loop. Harness engineering puts humans “on” the loop.
AI has us quickly forgetting humans as the software delivery loop. Now, forget humans in the loop. For Thoughtworks’ distinguished The post Fo…
Turning 10x developers into 10x value
When I sit down with leaders and ask why they’re investing in AI, the answer almost always comes back to The post Turning 10x developers into…
AI hasn’t shifted the bottleneck from coding to code review
Why we’ve stopped noticing the real improvement opportunity Since AI arrived, many people have mentioned that the bottleneck has shifted The p…
“There are no laws, only suggestions”: What AI agents do with your instructions
Nine days into a twelve-day experiment with an AI coding agent, SaaStr founder Jason Lemkin had one instruction on file: The post “There are n…
AI Tools Accelerates Coding, but Not Overall Software Delivery, GitLab Research Finds
GitLab's 2026 AI Accountability Report highlights an AI Paradox: although 78% of developers say they code faster, overall software delivery has not…
Qodo just shipped cross-repo review. Here’s why it matters for AI-flooded teams.
Late-night debugging sessions aren’t a rare edge case anymore. They are what happens when reviews can’t keep up with volume. The post Qo…
“Time to clean up human slop”: Why AI now reviews code better than your teammate.
As AI models now take over the core processes of writing code, the conversation has shifted to how effectively we The post “Time to clean up h…
Kiro goes mobile: AWS brings agentic coding supervision to the iPhone
AWS has launched a native iOS app for Kiro, its AI-powered development environment, giving developers a way to monitor, steer, The post Kiro goes mo…
Your AI-generated app runs on their cloud, and that’s the problem
The prompt-to-app loop has gotten genuinely good. Describe the thing, watch it appear, click deploy. Replit, Lovable, Base44 and others The post You…
Podcast: Craig McLuckie on Culture as a Team's Operating System in the AI Era
In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Craig McLuckie, co-creator of Kubernetes and CEO of Stacklok, about the im…
AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that.
There’s mounting evidence that AI coding tools are delivering on their less outlandish promises. With adoption shifting from 76% in The post A…
What Anthropic and OpenAI launched in 72 hours has Wall Street paying attention
Within 72 hours in this month, Anthropic and OpenAI each launched enterprise deployment arms, announced major financial services partnerships, and T…
Anthropic Launches Claude Platform on AWS
Anthropic has announced the general availability of Claude Platform on AWS, a new deployment option that gives AWS customers direct access to Anthro…
Temporal hits 3,000 paying customers with its crash-proof workflow engine
If you work the high wire at a circus, you’d better have a net down below if you want to The post Temporal hits 3,000 paying customers with it…
Why PHP performance keeps getting bumped from the roadmap
Performance issues are familiar territory for PHP teams. Slow endpoints, uneven response times, and rising infrastructure costs show up in The post…
Mistral, Europe’s answer to OpenAI and Anthropic, pushes its coding agents to the cloud
Countless companies are capitalizing on the AI boom, building everything from coding assistants to customer support bots. But only a The post Mistra…