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 replac…
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Lyft Uses Mapping Intelligence to Reduce Friction in Gated Community Pickups
Lyft details a new pickup experience to improve reliability in gated communities, where 25–30% of rides face routing and access challenges. The system…
Building and Scaling a Platform with Project-as-a-Service
When a platform started with total developer autonomy, teams felt overwhelmed and ended up solving the same problems in completely different ways. The…
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 a…
Presentation: Confidently Automating Changes Across a Diverse Fleet
Netflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an…
Pinterest Uses Content Fingerprints for URL Deduplication Across Millions of Domains
Pinterest introduced MIQPS, a URL normalization system that identifies which query parameters affect page identity using rendered content fingerprints…
Netlify CTO Dana Lawson: Writing code is no longer the job
“I’ve been doing this since the ’90s — decades of building guardrails to prevent humans from breaking production. We’re …
Why agentic AI makes the ops platform the most important layer in the enterprise
The biggest obstacle to enterprise AI isn’t models, data science talent, or even infrastructure.  It’s operations. Across today’…
How a Culture of Data-Driven Conversations Can Support Platform Engineering
To provide SRE as a service, a team built a center of excellence, introducing Federated SREs and roles like production manager and technical tribe lea…
Presentation: Architecting a Centralized Platform for Data Deletion at Netflix
The speakers discuss the architectural challenges of executing safe data deletion across distributed datastores. Balancing durability, availability & …
Shopify Reports 15X Faster Graphql Execution with Breadth First Engine
Shopify introduced GraphQL Cardinal, a new execution engine replacing depth-first traversal with breadth-first execution. The redesign improves large-…
The DIY platform trap that’s burning out engineering teams
Platform engineers are some of the most resourceful people in IT. Give them a problem, and they’ll automate their way The post The DIY platform …
The fix for soaring AI cloud bills exists — so why won’t we trust it?
To hear Yasmin Rajabi, chief operating officer at CloudBolt, tell it, there’s an imbalance in how we view automation. We’re The post The f…
Why AI agents need a Context Lake
Your AI agent has tool access. What it’s missing is the knowledge that makes those tools useful You’ve probably connected The post Why AI …
Presentation: From Legacy to Sovereignty: Driving the Future of Insurance through Platform Engineering
Sergiu Petean discusses the strategic journey of evolving DevOps into platform engineering within heavily regulated enterprise environments. He explai…
Cloudflare Completes Its Agent Infrastructure Stack with Browser Run Rebuild and Six-Layer Platform
Cloudflare rebuilt Browser Run on its own Containers platform, delivering 4x higher concurrency and 50% faster response times. The upgrade completes a…
How Platform Engineering Using Golden Bricks Can Enable Fast and Smooth Delivery
Platform engineering should have a product focus, as developers are customers; they must provide composable, self-service capabilities, golden bricks …
Airbnb Implements Context-Aware Identity Model to Support Privacy-First Social Features
Airbnb has redesigned its identity system to support privacy-first social features in Experiences. The platform introduces context-specific profiles t…
How to build a skills library for your engineering team
A few months ago, we realized that every engineer on our team was running a different version of their AI The post How to build a skills library for y…
Cloud native application challenges: installing the walking skeleton
Editor’s note: This article is an excerpt from Chapter 1 of the Manning book, Platform Engineering on Kubernetes. This excerpt The post Cloud na…
Netflix Introduces ‘Model Lifecycle Graph’ to Scale Enterprise Machine Learning
Netflix has developed a graph-based architecture for managing machine learning systems, called the Model Lifecycle Graph. This system maps interconnec…
Why Prometheus couldn’t see Cilium metrics at 2 a.m.
I still remember the first time we lost sleep over something that wasn’t a bug. It was a Tuesday. Grafana The post Why Prometheus couldn’t…
Tanzu Platform’s 15-year head start meets the AI moment
In 2011, Marc Andreessen famously observed that software was eating the world, anticipating that every industry would be reshaped or The post Tanzu Pl…
Cloudflare Ships Dynamic Workflows, Bringing Durable Execution to Per-Tenant and Per-Agent Code
Cloudflare released Dynamic Workflows, an MIT-licensed library that extends its durable execution engine so workflow code can differ per tenant, agent…
How Microsoft is governing thousands of Kubernetes clusters without manual intervention
Kubernetes is complicated; everybody knows it. Logically enough, Kubernetes deployed as a cluster of collected and coalesced instances at “fleet…
Article: Three Pillars of Platform Engineering: A Virtuous Cycle
Platform engineering succeeds when reliability and ergonomics reinforce each other rather than compete. This article explores three foundational pilla…
Mainframe modernization is no longer optional for the AI-driven enterprise
As old-guard mainframers give way to a younger generation of mainframe professionals, this new cadre brings modern ways of thinking The post Mainframe…
A nine-point checklist for shipping production-ready AI
Starting from square one Most teams can build an AI prototype. A notebook answers a few prompts, a demo agent The post A nine-point checklist for ship…
Driving and Measuring the Impact of Platform Engineering
Platform engineering has to be approached from a socio-technical perspective, and shaped by all stakeholders, not just developers, Sergiu Petean said …
How AI transforms your role as a platform engineer
Platform engineering’s goal has always been to make engineers more self-sufficient without sacrificing standards. The best way to accomplish thi…