SEP 13, 2026
EngBrief
Search⌘K
LatestTopicsSourcesSaved
Eng&Brief

Engineering insights from the world's best tech companies, curated and summarized.

Weekly brief

Browse

TopicsSourcesFavorites

More

SearchRSS Feed
© 2026 EngBriefUpdated every 4 hours
← Sources
blog.pragmaticengineer.com icon
Engineering Management

The Pragmatic Engineer Blog

41 articles on EngBrief

The Pragmatic Engineer by Gergely Orosz covers the inner workings of Big Tech and high-growth startups. Articles dive into engineering management, system design, compensation, hiring practices, and industry trends — offering a behind-the-scenes look at how top engineering organizations operate.

Engineering ManagementSystem DesignIndustry TrendsCareer
Visit blog →

Latest Articles

The3d ago

The Pulse: tech companies move to open AI models

Uber, Pinterest, Stripe, Coinbase, Ramp, and AT&T are making large savings on their AI bills by dropping proprietary models and using smart model routing.

CareerIndustry
1 min
The10d ago

The Pulse: Meta wanted to reduce teams by 60% because of AI

An in-depth report by Reuters details how Meta’s leadership decided to slash team sizes by 60%. Zuckerberg changed his mind, and now the company is stuck with...

CareerIndustry
1 min
The12d ago

How software engineering is changing: an essay challenge

The pace of change in software engineering is only accelerating, especially since January of this year. This is all to do with the industry-wide adoption of...

CareerIndustry
1 min
The17d ago

The Pulse: We need to talk about migrations with AI

Asana migrated off testing framework Enzyme in two weeks: without AI, this work would surely have been kicked down the road. Airbnb and Uber share similar...

CareerIndustry
1 min
The17d ago

Why you're not getting a response to your podcast pitch from me (or others)

This email is a response to the 50+ podcast pitches that arrived in my inbox just last month, and keep arriving in growing numbers, from PR agencies and...

CareerIndustry
1 min
The24d ago

The Pulse: Meta’s self-inflicted resignation-wave

In what was predictable: Meta’s layoffs and forced reassignments pushed engineers not impacted by either to look for a new job. Meta is now offering large...

CareerIndustry
1 min
The25d ago

The Pulse: Grok’s CLI caught uploading all your local files to the cloud

Devs discover that Grok CLI pushed all local files, .env files and git history have been pushed to a GCP bucket, unencrypted. SpaceX’s initial reaction? Blame...

CareerIndustry
1 min
TheAug 5, 2026

The Pulse: Bending Spoons' Acquisition Strategy

Bending Spoons' acquisition strategy involves buying struggling businesses with strong brands, then taking over operations with a fraction of the original staff. This approach has led to impressive engineering work in the past, such as the re-architecture of Evernote's cloud infrastructure, resulting in improved performance and cost savings. In contrast, this strategy often leads to price increases for customers and layoffs for the original team.

CareerIndustry
1 min
TheJul 30, 2026

The Pulse: Quitting Spotify Podcasts over reliability

Spotify's video podcast publishing platform has suffered from reliability issues, resulting in frequent outages and unprocessed episodes. After three incidents, including a complete platform down period, the publisher quit publishing video episodes on Spotify, citing a lack of priority on reliable operations. The decision was made after a promised incident review failed to materialize, and the publisher's experience highlighted the trade-offs between AI adoption and operational reliability.

CareerIndustry
1 min
TheJul 23, 2026

The Pulse: New trend - concern about massive increase in code review load

Engineering leaders are struggling to keep up with the massive increase in code review load, particularly since AI code generators such as Opus 4.5 and GPT 5.4 started producing high-quality code. Some companies, like Uber and Cloudflare, have developed in-house AI code review tools to manage the load, while others are experimenting with and adopting dedicated AI code review tools. However, the shift to AI-generated code is also causing issues with code review quality and efficiency, with engineers feeling overwhelmed by the workload and struggling to add value through human reviews.

CareerIndustry
1 min
TheJul 16, 2026

The Pulse: What can we learn from Bun’s rapid Rust rewrite with AI?

Jarred Sumner, creator of the JavaScript runtime Bun, successfully rewrote Bun's 535,496 lines of code from Zig to Rust in a matter of days using Anthropic's AI model, Fable. The rewrite aimed to address memory-safe issues in the original codebase, eliminating bugs and crashes caused by manual memory management. This rapid rewrite showcases the potential of AI-powered code generation to modernize complex software projects with unprecedented speed and efficiency.

CareerIndustry
1 min
TheJul 9, 2026

The Pulse: Interesting AI coding stats from Cursor

Cursor recently released a report based on two years of data from its AI coding platform, highlighting some key trends. Top 1% of users generate 30-40K lines of code per week, equivalent to 45 median users. The report also found that input tokens (used for reading codebase and documentation) comprise 90% of Cursor's token usage, with output tokens taking up only 0.6% when caching is considered. The efficient usage of input tokens over output tokens suggests that context reuse and caching will be a crucial aspect of future AI efficiency. The report also compared the cost of different AI models, finding that Opus 4.7 is about 10x more expensive than Composer 2.5, but produces similar results.

CareerIndustry
1 min
TheJul 2, 2026

The Pulse: a new trend, smart model routing

Senior engineers at large companies want an 'intelligent' router to select the right model for tasks without overly high token costs. Several solutions currently exist, such as Factory Router, Not Diamond, and Vercel AI gateway, promising cost savings of 20-30% or more by automatically selecting models or routing requests. As demand for intelligent routing is high, especially from enterprises, vendors are likely to build or offer this functionality in the future.

CareerIndustry
1 min
TheJun 28, 2026

Pollen tried to remove my article about Callum Negus-Fancey, and Google is assisting to it

Pollen, an events tech company, attempted to remove a critical article about its founder Callum Negus-Fancey's mishandling of the business by lodging a copyright infringement claim with Google. This claim succeeded in temporarily removing the article from Google's search results, sparking concerns about the abuse of the copyright removal system. The author, the rightful copyright owner, has appealed the removal but faces challenges in addressing the potential exploitation of the system.

CareerIndustry
1 min
TheJun 23, 2026

Reliability fail: No automated zone failover for Coinbase’s global trading service

Here's a 2-3 sentence summary of the post: Coinbase suffered a 10-hour global trading outage on May 7, 2026, due to a single-availability zone (AZ) dependency in AWS, without an automated failover mechanism. Despite the high value of its operations ($5.2 trillion per year), Coinbase had no automated failover to another AZ, relying instead on manual code changes to restore trading. This lack of basic reliability infrastructure is concerning, especially compared to Coinbase's peers like Uber, which had a more robust setup in 2016.

CareerIndustry
1 min
TheJun 11, 2026

The Pulse: a trend of trying to cut back on AI spend within eng departments?

Several tech companies, including OpenAI and Uber, are grappling with high AI spending and lack of clear return on investment (ROI). As a result, many organizations are reassessing their AI budgets and considering cost-cutting measures such as token limits and model routing. Engineers are now experimenting with cheaper models for simpler tasks, leading to an increase in AI efficiency-focused sessions and a new focus on cost savings. To mitigate high AI costs, some companies are introducing measures such as token limits, "dumb" model downgrades, and smart model routing based on use case and prompt. Engineers who contribute to cost savings may be rewarded with promotions and pay rises, making it essential to translate AI cost savings to revenue generation or cost reduction.

CareerIndustry
1 min
TheJun 11, 2026

The Pulse: Antigravity 2.0 takes ‘IDE’ out of its new IDE

Google has released Antigravity 2.0, a major redesign of its AI IDE, which separates into two distinct applications: Antigravity IDE and a conversational interface similar to Codex's desktop app. However, the transition feels rushed, with confusing naming and lack of testing, leading to user frustration. The new Agent Manager concept and support for only certain models have been criticized, suggesting poor product quality and a lack of polish.

CareerIndustry
1 min
TheMay 24, 2026

The Pulse: Forward deployed engineering heats up again

Google and other companies are intensifying their demand for forward deployed engineers (FDEs), who integrate AI systems into customers' services. Google Cloud is streamlining its FDE hiring process and hiring more FDEs for its new AI-focused organization, while OpenAI and Anthropic are outsourcing FDE hiring to separate companies. FDE roles are shifting from platform engineering to more client-focused, integrator-like positions.

CareerIndustry
1 min
TheMay 20, 2026

Google Cloud deletes Australian trading fund’s infra

Google Cloud accidentally deleted UnivSuper's subscription, erasing all associated data, but the Australian retirement fund's backup on another service provider saved the day. This rare blunder occurred despite UnivSuper's replication setup across two Google Cloud regions, which was meant to preserve data in case of a regional failure. The incident is an embarrassing setback for Google Cloud, which took full blame and acknowledged UniSuper's foresight in maintaining an external backup.

CareerIndustry
1 min
TheMay 14, 2026

The Pulse: Did capacity shortages turn Anthropic hostile to devs?

Anthropic addressed capacity shortages by renting a data center from Elon Musk's SpaceX/xAI, doubling the compute limit for its Claude Pro subscribers, and removing usage restrictions on its AI model. This deal may benefit Anthropic's competitive position against rival OpenAI, which Musk is suing. Meanwhile, Anthropic's CEO has a history of publicly disagreeing with OpenAI, suggesting potential AI industry dynamics at play.

CareerIndustry
1 min