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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

Beyond Relevance: A Governance-First Architecture for Enterprise Personalization

This article examines the limitations of conventional personalization systems and highlights the need for a governance-first architecture. It emphasizes separating relevance from governance to ensure recommendations are context-aware, auditable, and compliant. The architecture integrates stateful memory, policy-driven AI orchestration, and explainable scoring to enhance personalization systems.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

The Agent Harness: Control Planes, Invariants, and Approval Boundaries for Production AI Agents

OpenAI’s Vinoth Govindarajan discusses why production AI agents fail beyond model hallucination. Using real-world case studies like OpenClaw, he explains the key principles of reliable agent harnesses: establishing explicit state ownership, serializing concurrent state mutations, scoping execution authority, and validating actions at the user-visible edge.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Maximizing Success with Limited Time, Resources, and Energy: Lessons from Startup Engineering

David Gudeman discusses battle-tested architectural patterns for resource-constrained engineering teams. Drawing from over a decade of startup experience, he explains how pairing GCP, Firebase, and Cloud Run accelerates product-market fit. Learn how to eliminate redundant frontend state, structure event-driven backends, and maintain lean DevOps while building for long-term scalability.

All in culture-methods

DevOps

Featured in DevOps

Securing AI Agents: Identity, Authorization, and the DPACT Framework

In this episode, Sahil Agarwal talks about the critical challenges of identity, authorisation, and security in the age of AI agents. Sahil introduces the DPACT framework (Delegation, Policy, Auditability, Context, and Time) as a blueprint for building responsible, guardrailed agentic systems, moving away from simple token-based access toward bounded, delegated authority.

All in devops

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Production AI across agents, context, evals, security, and infrastructure, from the senior engineers building it.
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DevOps

Can Claude Fix Itself? Using LLMs for Incident Response

Anthropic's Alex Palcuie shares how LLMs transform incident response, highlighting where Claude excels at log analysis and why automated AI SREs still can't replace human judgment.

Alex Palcuie
on Aug 26, 2026

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45:17
AI, ML & Data Engineering

The Right 300 Tokens Beat 100k Noisy Ones: The Architecture of Context Engineering

Baruch Sadogursky and Patrick Debois explain context engineering antipatterns in coding agents, demonstrating how skills, right-tool retrieval, and external memory optimize developer workflows.

Patrick Debois Baruch Sadogursky
on Aug 14, 2026

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50:32

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Topics

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Beyond Relevance: A Governance-First Architecture for Enterprise Personalization

The Agent Harness: Control Planes, Invariants, and Approval Boundaries for Production AI Agents

Maximizing Success with Limited Time, Resources, and Energy: Lessons from Startup Engineering

Securing AI Agents: Identity, Authorization, and the DPACT Framework

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Presentations

Can Claude Fix Itself? Using LLMs for Incident Response

The Right 300 Tokens Beat 100k Noisy Ones: The Architecture of Context Engineering

Cloudflare Introduces the Agent Development Lifecycle Stack to Replace Traditional SDLC

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

Uber Redesigns M3DB Sharding with Subclusters to Limit Failure Impact

Beyond Relevance: A Governance-First Architecture for Enterprise Personalization

DoorDash Uses Multi Agent LLMs to Clean up 60,000 Feature Flags

Maximizing Success with Limited Time, Resources, and Energy: Lessons from Startup Engineering

Complexity and Creativity in Software Engineering

Signals and Levers: Building Thriving Engineering Organizations

Google Open-Sources AX a Kubernetes Style Orchestrator for Autonomous AI Agents

The Agent Harness: Control Planes, Invariants, and Approval Boundaries for Production AI Agents

Alibaba Open Sources OpenCodeReview for AI-Assisted Code Review

GitLab Duo Expands Self-Hosted AI Options Through Microsoft Foundry

Securing AI Agents: Identity, Authorization, and the DPACT Framework

Kubernetes 1.37 Released: Stable Metrics API and Rootless Kubelet in Beta

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