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Engineering

Architecture, migrations, performance, testing, tooling, and practical engineering lessons.

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incident.io incident.io Blog - Jun 4

Behind the Flame: Pierson Mayhew

Meet Pierson Mayhew, Enterprise/Strategic Account Executive here at incident.io. 🔥

Engineering notes
The Pragmatic Engineer The Pragmatic Engineer - Jun 3

Kubernetes and retiring at the top with Kelsey Hightower

Kelsey Hightower reflects on his journey from self-taught technician to Google Distinguished Engineer, sharing lessons on open source, Kubernetes, AI, and building technology that serves people.

Engineering notes
Meta Engineering at Meta - Jun 3

Lights Out, Systems On: Validating Instant Power Loss Readiness

We’re introducing Instantaneous PowerLoss Storm, a new testing paradigm within Meta’s infrastructure for handling and mitigating instant or zero-notice power loss in our data centers. We’re sharing: how we built readiness to tolerate instant failures into our existing systems with defense-in-depth strategies; tradeoffs made in implementing it, and how we validated our readiness. Disaster preparedness [...] Rea...

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The Pragmatic Engineer The Pragmatic Engineer - Jun 2

Ideas: slow down to speed up when working with AI agents

Devs are generating twice as much code (or more) than just 6 months ago, which is a problem for quality, reliability, and tech debt. A rational fix is available for these, but who’s acting rationally?

Engineering notes
The Pragmatic Engineer The Pragmatic Engineer - May 28

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

Top-down and bottom-up efforts to rationalize AI token spend, interesting AI coding stats from Cursor, GCP suspends $2M/month customer without warning, and more

Engineering notes
incident.io incident.io Blog - May 28

Customers over control: how we measure On-call reliability

Instead of thinking about reliability as an exercise in figuring out what we can control, and ignoring anything beyond that, we think about what we'll be really proud to offer to customers.

Engineering notes
The Pragmatic Engineer The Pragmatic Engineer - May 27

Building OpenCode with Dax Raad

Dax Raad, co-founder of OpenCode, joins the show to discuss their explosive growth, the limits of AI coding tools, and why engineering judgment still matters.

Engineering notes
The Pragmatic Engineer The Pragmatic Engineer - May 26

State of the software engineering job market in 2026

A deepdive into today’s tech jobs market, with exclusive data on software engineering jobs, the AI engineering boom, whether AI engineering is “replacing” software engineering hiring, and more

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Meta Engineering at Meta - May 26

SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems

We’re introducing SilverTorch, a reimagining of recommendation systems that unifies all retrieval components for user generated content under a unified architecture. SilverTorch shows up to 23.7x higher throughput compared to the state-of-the-art approaches. It’s also showing 20.9x more compute cost efficiency compared to a CPU-based solution while also improving accuracy. Our research paper, “SilverTorch: A [...

Engineering notes
The Pragmatic Engineer The Pragmatic Engineer - May 21

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

Negative feedback greets Google’s redesigned AI IDE, why Google’s product ecosystem is so chaotic, Meta cuts 10% of staff as it hits record revenue and profits, and more

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incident.io incident.io Blog - May 21

Behind the Flame: Maggie Baxter

Meet Maggie Baxter, Solutions Engineer here at incident.io. 🔥

Engineering notes
The Pragmatic Engineer The Pragmatic Engineer - May 20

Why Rust is different, with Alice Ryhl

Alice Ryhl from Google’s Android Rust team explains why developers love Rust, and what makes the language so powerful for building reliable software.

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