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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

Agentic AI Architecture: Current Challenges and Future Opportunities

Agentic AI architecture extends microservices and cloud-native architectures with AI agents that work with context, memory, and protocols such as MCP and A2A. The article covers bounded-context integration, task-dependent coordination strategies, new security risks, and observability needs. It expects gradual adoption alongside existing architectures, with platforms absorbing common components.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Batch Intelligence at Scale: Cost-Efficient Multi-Agent LLM Workflows with Built-In Resilience

Aditya Mulik explains how Walmart Global Tech deployed multi-agent LLM workflows across 4,700 stores for nightly batch inventory forecasting. He discusses tackling production hurdles - schema violations, cross-department data mismatches, and network drops - via MCP grounding and loop agents, while slashing cloud inference costs from $100k+ to $10k per month shifting from PTUs to pay-as-you-go.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

The Socio-Technical Staff+ Engineer: Architecture, Culture and Organisational Change

Vanessa Formicola shares how technical leaders can move beyond "wishful architecture" by practicing holistic socio-technical engineering. She discusses why engineering leaders must account for organizational maturity, reward structures, geopolitical climate, and team dynamics, framing the staff-plus role as designing the conditions for technology to thrive rather than just picking tools.

All in culture-methods

DevOps

Featured in DevOps

Wrangling Telemetry at Scale: a Guide to Self-Hosted Observability

Colin Douch shares battle-tested strategies for building and scaling self-hosted observability stacks. He explains how to effectively correlate metrics, structured logs, and distributed traces using open-source tooling like Prometheus, VictoriaMetrics, and Jaeger, while navigating the engineering trade-offs of avoiding SaaS vendor lock-in.

All in devops

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About this Podcast

Intended for architects and senior developers.

Architecture & Design

Matt Klein on Envoy Mobile, Platform Complexity, and a Universal Data Plane API for Proxies

In this podcast we sit down with Matt Klein, software plumber at Lyft and creator of Envoy, and discuss topics including the continued evolution of the popular proxy, the strength of the open source Envoy community, and the value of creating and implementing standards throughout the technology stack.

Matt Klein
on Aug 09, 2019

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41:24
Architecture & Design

Piero Molino on Ludwig, a Code-Free Deep Learning Toolbox

Ludwig is a code-free deep learning toolbox originally created and open sourced by UberAI. On this podcast, the creator of Ludwig Piero Molino and Wes Reisz discuss the project.

Piero Molino
on May 24, 2019

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28:53
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Topics

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Agentic AI Architecture: Current Challenges and Future Opportunities

Batch Intelligence at Scale: Cost-Efficient Multi-Agent LLM Workflows with Built-In Resilience

The Socio-Technical Staff+ Engineer: Architecture, Culture and Organisational Change

Wrangling Telemetry at Scale: a Guide to Self-Hosted Observability

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Podcasts

About this Podcast

Matt Klein on Envoy Mobile, Platform Complexity, and a Universal Data Plane API for Proxies

Piero Molino on Ludwig, a Code-Free Deep Learning Toolbox

Entire's Git Forge Rethinks Git Collaboration for Coding Agents

Edera's Object Capability Bounded Authority Promises to Isolate Credentials from AI Agent Workloads

Cloudflare’s Post-Quantum GeoKey Manager Enters Closed Beta without Attribute-Based Encryption

Cloudflare Develops Public Certificate Authority for Post-Quantum Web Security

Agentic AI Architecture: Current Challenges and Future Opportunities

Pinterest Replaces Journey Clustering with 4B Qwen3 LLM, Reports Improved Engagement

The Socio-Technical Staff+ Engineer: Architecture, Culture and Organisational Change

Building a Culture for a Kubernetes-Based Platform in a Bank

The Ladder is Missing Rungs: Engineering Progression When AI Ate the Middle

Batch Intelligence at Scale: Cost-Efficient Multi-Agent LLM Workflows with Built-In Resilience

LLM Reliability Layers Under Test: Accuracy, Yield, and the Limits of Verification

Google Releases Gemini 4 Argon for Robotics Control, Simulation, and Policy Improvement

Pinterest and Intel Take Open-Source Profiling to Internet Scale

GitLab 19.5 Makes Agentic Development a Governed Part of the DevOps Platform

Vault Fork OpenBao Adds External Keys and Quantum-Ready TLS

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