Anthropic built its own git replacement for AI-scale coding. But you can’t have it.
This week, Anthropic revealed it built an in-house version control system to handle exploding code merges. It says Claude was both part Th…
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Most AI incident tools still leave a key decision to humans
An AI SRE agent can help troubleshoot an incident. But can you trust it to decide on its own when The post Most AI incident tools still leave a key…
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…
AWS launches a local answer to TypeSafe’s Jev decision model
AWS on Thursday launched Strands Decider 2B, its take on decision models like Jev, Kev, imajev, Laya, and others. TypeSafe&…
Performance engineering from kernel analysis to AI: Adrian Cockcroft’s take
Over its five-year history, P99 CONF has hosted quite a few speakers who’ve offered pointed takedowns of the namesake metric. The post Perform…
Vulnerability alert fatigue nearly swamped WHOOP. But its fix still keeps a human in charge.
With often hundreds of thousands of alerts a day, many tech organizations are buried in vulnerabilities and worn down by The post Vulnerability aler…
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…
AWS agents will suggest your new flights, but code decides what gets booked.
AWS published a new Step Functions pattern this week that gives AI agents a role in airline rebooking while keeping The post AWS agents will suggest…
It passed CI. It passed your evals. The customer still got the wrong answer.
A diff is not evidence. It’s a statement of intent. The tests passed. The review’s done. The change is live. The post It passed CI. It p…
The AI-native SDLC won’t be one process
Anthropic recently published its AI-Native SDLC Playbook. Its central claim is that “code is no longer the bottleneck.” When agents The…
Stop AI code sprawl before it destroys your software design
While AI code generators help teams ship faster than ever, that speed brings a hidden killer: Comprehension Debt. As soon The post Stop AI code spra…
AI broke code review. Two experts disagree on what replaces it.
Ask two experienced engineers about how to handle the flood of AI-generated code in their review queues, and you’ll get The post AI broke code…
Why your AI pipeline costs 10x more after the demo
Every token has a price. The problem is that most AI systems don’t reveal the bill until they reach production. The post Why your AI pipeline costs…
Coinbase, Shopify and Ramp all built their own coding agents. All three still pay Anthropic.
Enterprise engineering teams are converging on a common architecture for AI-assisted software development. Coinbase, Shopify, and Ramp have each bui…
Free agents: How AWS Kiro could untie agents from editors
Choosing a coding agent may soon no longer mean having to pick a new editor or terminal, too. That scenario The post Free agents: How AWS Kiro could…
Every software company will become a dev tools company
If most software will soon be built by machines, the job of software engineers will change: from writing software to The post Every software company…
AI-generated software is forcing yet another platform rethink
“Raise your hand if your team is actively using AI to write and review code. Now keep it up if The post AI-generated software is forcing yet a…
Platform engineering’s new job: serving environments at agent speed
Platform engineering has won the argument. Some 90% of organizations have adopted at least one internal platform; golden paths are The post Platform…
The “silent hallucination” loop: how our autonomous data pipeline poisoned its own vector store
Nothing matches the dread of checking a perfectly green observability dashboard with sub-100ms latency, right before an enterprise client emails The…
Microsoft, AWS and Anthropic are spending billions — and not on better models
On July 2, Judson Althoff, CEO of Microsoft’s commercial business, announced the formation of the Microsoft Frontier Company. The new The post Micro…
Why traditional CI/CD fails for LLMs (and the release gates we built to fix it)
This article explains why traditional CI/CD gates are not enough for production AI systems. I share a practical release-gating approach The post Why…
AWS just put $1 billion into forward deployed engineers. Here’s why it matters for enterprise teams.
Amazon Web Services is investing $1 billion in a new engineering organization that will work directly with enterprise customers building The post AW…
GitLab just surveyed 1,500 developers. Here’s why it matters for your codebase.
For the past two years, the conversation about AI-assisted software development has been dominated by speed. A new GitLab survey The post GitLab jus…
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…
Your AI pipeline is broken, and your dashboards don’t know it
Recently, a crucial RAG pipeline used by one of our corporate clients began hallucinating about financial numbers without notifying us The post Your…
Loops are replacing prompts. Verification is about to be your biggest problem.
Something shifted in the AI coding discourse this month. The argument is no longer about whether agents can write production The post Loops are repl…
Agentic development hinges on verification. For cloud-native software, that is a runtime problem.
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…
Git real: AI agents aren’t just for solo developers anymore
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…
Microsoft’s pitch to enterprises: Ditch Azure Repos for GitHub, despite its rocky reliability record
GitHub hasn’t had an easy year. The platform has been hit by repeated outages affecting core services — including the The post Microsoft…