GitHub Actions architecture review gate for Azure pull requests
TL;DR: An architecture review gate is a GitHub Actions job that checks every pull request against thresholds you set for Well-Architected score, hig…
Architecture
⚑ Report a ProblemLatest Architecture news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
database
devchallenge
devops
javascript
llm
machinelearning
mcp
news
opensource
performance
productivity
programming
python
react
security
showdev
softwareengineering
systemdesign
tutorial
typescript
webdev
Github Migrates Copilot Runtime to Rust with AI-Assisted Rewrite
GitHub migrated more than 800,000 lines of Copilot runtime code from TypeScript and Node.js to Rust in about 14.5 weeks using AI-assisted developmen…
The Globe: Following Your Reasoning Into Other People's Repositories
Keep the Why records why a codebase is the way it is. Decisions can cite decisions in other repositories. The Globe follows those citations outward,…
Cursor Uses S3 WAL to Scale Git Storage to More than 300 Pushes per Second
Cursor has introduced Continuity, a Git storage architecture that uses an S3 backed write ahead log as the source of truth. The design turns local N…
Vireo AI: Platform Produktivitas Pintar Berbasis OpenRouter dan Cloud VPS
Tautan: GitHub Repository : Github-Vireo AI Video Demo (YouTube): Latar Belakang Dunia manajemen tugas digital telah mengalami transformasi yang san…
Automating Deployment with Github Actions
Deploying to a Server You Can't Reach: Building a CI/CD Pipeline with AWS SSM and OIDC From pushing code manually to building, testing, containerizi…
CogniBrain: A System Implementing Full Human Thought Pipeline for Conversational Reasoning
CogniBrain: Human Brain Synapse-Simulated Cognitive Thinking System Project Overview I have developed a learning-association thinking system based o…
How i documented a Broken codebase without losing my mind.
If you want to use it straight away | Link here I believe we achieved a point in tech where having a broken codebase that started as an MVP and evol…
WEEKEND HOMEWORK — Restaurant Company CI
Goal: Practice Trivy, understand vulnerabilities and dependency trees, and create a GitHub Actions pipeline with 3 independent parallel jobs: Lint,…
DoorDash Uses Multi Agent LLMs to Clean up 60,000 Feature Flags
DoorDash built a multi-agent LLM system to automate stale feature flag cleanup across more than 60,000 flags and 623 repositories. The workflow comb…
GitHub Release to Zenodo DOI
Cover illustration: evolving source becomes one preserved release. A GitHub release can exist before its Zenodo archive is ready. A DOI can resolve…
LLM Wiki's Two-Step Chain-of-Thought Ingest: How Incremental Cache and Source Traceability Replace Traditional RAG
Traditional RAG systems retrieve chunks and answer from scratch every time. LLM Wiki takes a different path: it analyzes documents once, generates p…
I Pinned 31 GitHub Actions to Commit SHAs. One Major Tag Was Two Versions Stale.
Yesterday I pinned 31 GitHub Actions to commit SHAs for a set of workflows I was packaging. Every SHA was resolved from the upstream repository rath…
Expanding Software Engineering Teams for Social Impact Projects
The Problem: Engineering Capacity Is a Bottleneck Hiring full-time engineers is expensive and competitive, especially on a nonprofit, mission-driven…
What If Full-Stack Features Could Be Installed Like Packages?
Building a Full-Stack Module Registry for NextAPI Modern full-stack development has become remarkably good at reusing individual pieces of software.…
Aletheia: What If AI Stopped Trying to Be Your Answer?
We taught machines to predict what humans say. We taught them to summarize knowledge, generate code, write essays, recommend products, imitate exper…
Two and a half months with an intruder in our repositories
On 6 September 2026, an antivirus quarantined a 32 KB "font file" in one of our projects. That file was a trojan. It had been running on our worksta…
Migrating CI/CD from Azure DevOps to GitHub Actions with Azure OIDC and ACR
Introduction As part of learning and preparing for a migration from Azure DevOps pipelines to GitHub Actions , I decided to build a small practice p…
I was tired of heavy cache systems, so I built my own open-source KV-Storage🚀
A few weeks ago, I ran into a frustrating problem. Every time I needed a fast standalone Key-Value cache for my pet projects or microservices, I had…
25+ GPT-6 Astra Creations Every Developer Should See And How to Enrich them with Real World Datasets
TL;DR: The best GPT-6 Astra examples so far are not simple chatbots. They are playable games, 3D worlds, CAD workflows, Blender experiments, compute…
What Really Happens When You Deploy an Application? A DevOps Journey From Code to Production
Have you ever wondered what actually happens after you run: git push and somehow your application appears on a server? For beginners, deployment can…
Architecture Docs Always Outdated? Let Code "Grow" Them Automatically
Terrain — prepares the ground so agents don't have to guess where to stand. 🔗 GitHub: https://github.com/sopaco/terrain The Tech Lead's Pain: Docume…
HydraFusion: How GitHub Routes Coding Tasks Across Multiple Models to Match Frontier Performance at Lower Cost
GitHub shipped HydraFusion as a research preview in Copilot, exposing the plumbing behind multi-model orchestration for coding workflows. The system…
GitHub Copilot vs Cursor vs Claude Code
These three get lumped together as "AI coding tools," but they're solving genuinely different problems in your workflow, inline completion, full-edi…
Your setup guide is an untested surface. Make the tool drive the agent instead
My deploy wizard runs on the cheapest models on the market - Haiku in Claude Code, a free bundled model in OpenCode - and walks a stranger to a work…
Archify : Honest Review
Architecture diagrams become unreliable when the code changes but the diagram does not. Archify approaches this problem by generating diagrams throu…
gitsmith: A Terminal UI for Both GitLab and GitHub
I keep one foot in GitLab and the other in GitHub. Both have solid CLIs — glab and gh — but when I need to scan a list of merge requests, check a fa…
Ownership, and Making This Template Your Own (Part 5)
Part 4 covered how this platform actually ships — scaffolding, CI/CD, and the two deployment shapes. This closing part is the two things every one o…
Archify (They've just got 4,239 Github stars on Aug 28, 2026)
Archify is taking GitHub by storm, hitting #1 on Trending and crossing 4,200+ stars in record time! If you use AI coding assistants like Cursor or C…
Cursor Origin VS Github
The day GitHub broke for 7 hours, Cursor launched its replacement. Coincidence? Sure. But 35% of merged PRs are now written by AI. Buckle up. On the…