Software Development News

Compare GitHub Spec Kit, AWS Kiro, and Claude Code SDD workflows by portability, setup friction, review gates, and lock-in -- then pick the right setup for your team. GitHub Spec Kit vs Kiro vs Claude Code SDD Workflows

Secure A2A and MCP agent systems with identity, auth, delegation controls, gateways, registries, audit trails, and a production checklist for multi-agent deployments. A2A and MCP Agent Security: Identity, Delegation, and Audit Trails

How to design A2A protocol streaming, async tasks, push notifications, and long-running agent workflows with SSE, polling, HITL states, and production observability. A2A Streaming and Async Tasks for Long-Running Agent Workflows

Run Docker Compose as a reliable Linux service with systemd. Type=oneshot units, restart policies, logs, updates, health checks, backups, and safe cleanup. Run Docker Compose as a Linux Service with systemd

Compare Docker install methods on Ubuntu: official APT repo, docker.io, Snap, rootless mode, Compose plugin, and post-install security. Decision table and migration paths included. Install Docker on Ubuntu: APT, Snap, Rootless — Complete Guide 2026

Practical Ubuntu APT troubleshooting guide: fix held packages, broken dependencies, bad PPAs, and NO_PUBKEY GPG errors with a clear step-by-step workflow Ubuntu APT Troubleshooting: Fix Broken Packages, Holds, and GPG Errors

Six proven multi-agent orchestration patterns for production AI systems: orchestrator-worker, sequential pipeline, fan-out, hierarchical, swarm, and mesh. Decision framework, failure modes, cost analysis, and observability. Multi-Agent Orchestration Patterns: A Practical Guide

Stop losing events between your database and message broker. Learn the transactional outbox pattern in Go with PostgreSQL, FOR UPDATE SKIP LOCKED, and a polling relay. Transactional Outbox Pattern in Go with PostgreSQL