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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

Panel: Who Builds the Frontend Now? (And What Breaks When They Do)

The panelists explain how AI tools and vibe coding reshape frontend and mobile engineering. They share insights on evolving junior developer roles, managing AI-generated code review fatigue, designing systems for autonomous agents, enforcing architectural guardrails, and navigating economic shifts in open-source software sustainability.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

Zero Trust Agent Systems that Pass Audits and Still Ship

Advait Patel shares a playbook for securing AI agent systems in production. He discusses moving defense boundaries from the prompt to the tool layer, enforcing scoped workload identities, and mitigating prompt injection via tool outputs. He explains how to structure audit-ready observability and implement kill switches to protect critical data while keeping deployment fast and compliant.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

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

Alasdair Allan discusses empirical research from METR and Anthropic on AI coding adoption. He explains the "supervision paradox," where reliance on AI tools disrupts junior skill development, risks institutional context loss, and threatens the long-term engineering pipeline needed to oversee autonomous systems effectively.

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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DevOps

GitLab 19.4 Adds Goal-Driven Agents and Tighter Cost Controls

GitLab has released version 19.4 of its DevSecOps platform, adding a goal-driven mode to GitLab Duo CLI, three hosted open-weight models, a larger set of Model Context Protocol (MCP) tools, and more detailed controls for AI spending.

Matt Saunders
on Oct 12, 2026
Development

Cloudflare Introduces the Agent Development Lifecycle Stack to Replace Traditional SDLC

Cloudflare has introduced the Agent Development Lifecycle to enhance AI-driven engineering. The approach replaces the traditional SDLC, addressing bottlenecks in testing, deployment, and maintenance. Key components include automated software factories, dynamic orchestration, advanced observability, and a security model for autonomous agents, aiming for more efficient software management.

Olimpiu Pop
on Sep 21, 2026

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Topics

Accelerating Performance by Incrementally Integrating Rust into Existing Codebase

Panel: Who Builds the Frontend Now? (And What Breaks When They Do)

Zero Trust Agent Systems that Pass Audits and Still Ship

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

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

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News

GitLab 19.4 Adds Goal-Driven Agents and Tighter Cost Controls

Cloudflare Introduces the Agent Development Lifecycle Stack to Replace Traditional SDLC

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

OpenBSD 8.0 Brings Expanded Hardware Support, Security Enhancements, and Virtualization Improvements

Google Discloses PageBreak AI Security Agent That Found 500+ XSS Bugs

Inkitt Builds a One-Shot PR Creator with Resumable Agent Orchestration

Panel: Who Builds the Frontend Now? (And What Breaks When They Do)

Uber Builds MCP Gateway to Govern Access to 800+ Servers and 5,000+ AI Agent Tools

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

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

How to Make Artificial Intelligence More Environmentally Sustainable

Zero Trust Agent Systems that Pass Audits and Still Ship

Beyond the Harness: Canvas for AI Agents

Google and Meta Open-Source TorchTPU to Bring Native PyTorch Support to Google TPUs

Leapwork Play Reaches GA with Governance for Playwright Tests

Docker Urges Isolation and Governance for AI Agent Security

LinkedIn Uses OpenTelemetry to Trace the Member Journey from Tap to Backend

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