We get feedback too late
We talk a lot about shipping faster now, but I think the more interesting question is how fast we learn that we are building the wrong thing. Most tea…
Architecture
⚑ Report a ProblemLatest Architecture news from Tech News
All topics
agents
ai
api
architecture
automation
aws
backend
beginners
career
database
devchallenge
devops
gemma
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
softwareengineering
systemdesign
tutorial
typescript
webdev
SpaceX Is Buying Cursor for $60B: What Developers Should Know Right Now
SpaceX has agreed to acquire Anysphere, the company behind Cursor, for $60 billion in stock. The deal was announced June 16, 2026, days after SpaceX's…
The Skills File Pattern
SectorFlow Engineering Series · Part 2 of 3 · Read Part 1 first: Token Efficiency in Claude Code How we stopped appending to CLAUDE.md and started imp…
Even Anthropic didn't notice Claude got worse for weeks — AI quality is invisible, and that's the enterprise problem
The company that ships the best coding model on the planet just published a postmortem worth sitting with: three innocent-looking config changes quiet…
Building M31A: A Terminal-Native AI Coding Agent That Ships, Not Just Suggests
Most AI coding assistants are glorified autocomplete on steroids. They suggest code, maybe write a function or two, but leave you holding the bag when…
I built an AI code reviewer as a GitHub Action — here's what I learned
If you've spent time on software engineering teams, you know pull request reviews are the ultimate bottleneck. They're slow, inconsistent, and often s…
Your README is a landing page: a 10-minute adoption audit for developer tools
For many developer tools, the GitHub README is the landing page. A potential user often decides whether to try the product before visiting a separate …
The End of the US Cloud Monopoly: AI Balkanization Is Here to Stay
By Vilius Vystartas | June 2026 The single, globally unified internet is gone. What's replacing it is a patchwork of sovereign AI zones, each running …
I built an MCP server that gives AI coding assistants persistent memory (85.6% token reduction)
Every time you start a new Claude Code session, your AI has zero context about what you were working on. Same with Cursor, Cline, Windsurf. You spend …
The Coding Agent Wrapper Is the Product Now
The model is no longer the most interesting part of a coding agent setup. That sounds wrong if you only watch demos. The demo is always about the mode…
A Fluent LLM Answer Is Not the Same as an Inspected Answer
Last time I hit a guardrail, it did not offer to repair my car. This one will not repair the car either. But it can help repair an answer that forgot …
Building Adal: predictable webhook delivery without black boxes
Hi DEV community, I'm Yuriy, a fullstack developer and DevOps engineer with 10+ years of experience. I'm currently building Adal — a webhook delivery …
Building a Lean, Single-Worker Broken URL Monitor for Data Pipelines
The Technical Problem: Websites Drift, Pipelines Don't Know Long-running scraping pipelines have a structural assumption baked in: the URLs you config…
Gemma 4 on Your Laptop, Claude Fable 5 Everywhere, and Terminal Wars: Dev Signal #22
This week's AI tooling news splits cleanly into two themes: local inference getting serious enough to displace cloud dependencies, and autonomous agen…
Your low-code project didn't fail because of low-code. It failed because you picked the wrong paradigm.
Everyone who's shipped an enterprise system on a low-code platform knows the arc. The first two months are euphoric — drag, drop, forms and workflows …
Your low-code app is smooth in the demo and dies in production — here's why
Every low-code platform looks great in the demo. Drag, drop, ship — 50 records fly. Then it hits a real tenant with a few million rows and real concur…
ctxflow — a CLI to scaffold context files for AI coding agents
github.com/powfuu/ctxflow npmjs.com/package/ctxflow npm install -g ctxflow ctxflow → interactive menu ctxflow init → set up CLAUDE.md + docs/ structur…
We Transpiled PineScript v6 to C++ So Backtests Are Actually Reproducible
We Transpiled PineScript v6 to C++ So Backtests Are Actually Reproducible TradingView's PineScript is the most widely used language for writing tradin…
Polishing the Rust CLI and Planning the Long Game
39 commits, 11 PRs, and 50 issues across 5 repos. This week was all about making trx feel like a first-class tool and dumping my entire brain into the…
Building an AI Short Video Generator: Why the Workflow Needs Skills, Not Just Prompts
Most AI short-form video demos skip the boring part. They show a finished TikTok, Reel, or YouTube Short. Maybe they show the prompt. Maybe they show …
I changed how I write acceptance criteria, and my AI agent stopped building the wrong thing
For a while I blamed the model. The agent would build something plausible and wrong, and I would assume it needed a smarter brain. Then I went back an…
AI Coding Agents in 2026: From Pair Programming to Autonomous Teams
AI Coding Agents in 2026: From Pair Programming to Autonomous Teams Slug: ai-coding-agents-2026-stack-comparison 1. The Three Categories That Actually…
How Symbiote Annotated a Python Repository Overnight — Without Breaking Anything
CallMed AI — Aarhus, Denmark We built Symbiote to solve one specific problem: adding PEP 484 type annotations to a Python codebase without touching ru…
I scanned my PC and found 457 AI agents — here's what I built to manage them
The Discovery I've been using AI coding agents heavily — Claude Code, Codex, Pi Agent. One evening I asked myself: how many agent-related files are ac…
FlameKit: An Open Source CLI for Codebase Risk Analysis
FlameKit: Analyze Git History to Find Technical Debt, Risky Files, and Refactoring Priorities ⭐ GitHub Repository: https://github.com/mrhujaifa/flamek…
Multi-Agent Code Reviews Need Pipelines, Not Vibes
Most teams are about to hit the same AI coding problem: one agent can write a lot of code, but it cannot be the only judge of its own work. That is wh…
Your AI coding agent doesn't need a smarter model. It needs your backlog.
Here is the uncomfortable thing I have landed on after a year of watching coding agents succeed and fail on real work: the model is almost never the b…
OpenAI Codex vs Google Antigravity: Architecture, Workflow, and Key Differences
AI coding tools are no longer just autocomplete engines. For the last few years, developers used AI mainly to write faster: generate a function, expla…
Every tutorial tells you to add .env to .gitignore. That's not enough.
Here's something nobody talks about. .gitignore doesn't encrypt your secrets. It just hides them from git. They're still sitting on your laptop as pla…
Claude Opus 4.8 Is Here: Benchmarks, Dynamic Workflows, and Whether to Upgrade From 4.7
Anthropic dropped Claude Opus 4.8 yesterday, May 28. Same playbook as the last few releases. No waitlist, no staged rollout. It showed up in Claude Co…