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Development

Featured in Development

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Lily Mara explains how to avoid high-risk software rewrites through incremental FFI refactoring. She shares how engineering teams can replace Python bottlenecks with Rust via PyO3, demonstrating how to achieve dramatic function-level speedups, seamless integration testing, and meaningful infrastructure cost savings without microservice overhead.

All in development

Architecture & Design

Featured in Architecture & Design

Implementing Durable Workflows on Postgres Without an External Orchestrator

Postgres can serve as the durable state store and coordination layer for workflows, eliminating the need for an external orchestrator. SKIP LOCKED enables concurrent work processing, primary-key checkpoints enforce idempotency, and leases support crash recovery. Workflow sleeps and human approvals can also be persisted as database state and survive restarts.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Your Next DSL Author Is a Language Model

In this article, the author introduces Typed Domain Grounding, an approach to reducing LLM hallucinations in domain-specific languages by embedding them in mainstream typed languages. Using kUML benchmarks and an infrastructure-as-code example, he explores how compiler validation and generate-compile-repair loops can make model-generated DSL output more reliable.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review

Sarah Deitke discusses how Duolingo drives cultural AI adoption beyond tooling access. She explains their internal AI literacy workshops and observability dashboards, then shares a case study on redesigning code review using an automated PR risk-assessment bot. Deitke demonstrates how pairing targeted developer education with safe AI guardrails speeds up delivery without increasing defect rates.

All in culture-methods

DevOps

Featured in DevOps

When Incidents Refuse to End

Vanessa Huerta Granda explains how marathon incidents expose the gap between work as imagined and work as done. Drawing from real-world scenarios, she shares how complex outages reveal organizational fragility, human limits, and system interdependencies—and why incident response requires structured endurance, humane rotations, and holistic cross-functional coordination.

All in devops

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AI, ML & Data Engineering

Prompt to Prod: Engineering an Autonomous SDLC at Scale

Andrew Swerdlow shares how Roblox transitions from AI autocomplete to fully autonomous software development with "Prompt to Prod," covering safety guardrails, infrastructure, and metrics.

Andrew Swerdlow
on Aug 24, 2026

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48:20

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Topics

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Implementing Durable Workflows on Postgres Without an External Orchestrator

Your Next DSL Author Is a Language Model

Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review

When Incidents Refuse to End

Helpful links

Choose your language

Presentations

Prompt to Prod: Engineering an Autonomous SDLC at Scale

Repeated VM Escapes By GPT-5.6-Cyber Based Agents Prove VMs and OS' Require Better Maintenance

From Memory-Hungry HNSW to Quantized SPANN: The Technical Evolution of Pinterest's Manas Platform

How Solaris' Turnstile Influenced the Modern System Designs of Web Browsers and Language Runtimes

Dropbox Evolves Riviera Content Processing Platform to Support AI Workloads

Agoda Replaces 72-Shard SQL Server Price Cache with DragonflyDB

Implementing Durable Workflows on Postgres Without an External Orchestrator

Building an Internal Developer Platform with Artificial Intelligence

Teaching Engineers, Trusting AI: How Education Enabled Autonomous Code Review

Lead Without a Ladder: How I Climbed Into Engineering Leadership

Your Next DSL Author Is a Language Model

Grab's Agent Framework LLM-Kit Accelerates AI Agent Production Deployment

Decision Models in Agentic Architectures: From Production to Agent Skills

Kubernetes Multi-Cluster Project Karmada Reaches CNCF Graduation

When Incidents Refuse to End

Microsoft Open-Sources TauGrid to Simplify AI Workload Management on Kubernetes

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