Why 90% of AI Agent Projects Fail (and the Patterns That Fix It)
Your agent works in the demo. It handles five test cases flawlessly. Your stakeholders are impressed. Then it hits production. It hallucinates a custo...
Nebula1w ago
Your agent works in the demo. It handles five test cases flawlessly. Your stakeholders are impressed. Then it hits production. It hallucinates a custo...
Continue reading on Medium »
Content addressing turns data into its own address — and that one decision solves integrity, deduplication, and caching in a single stroke Continue re...
🚀I have built a fully serverless expense tracking pipeline on AWS no servers, no manual work, just pure cloud automation. The problem: combining mont...
I had read about Apache web servers. I had heard the word “database.’’ I knew PHP was a programming language and that MariaDB stored data… Continue re...
The Absolute Architecture of Reality: Fourteen Machine-Verified Discoveries We are operating in an era where mathematical truth is no longer reliant o...
You don't find out your CI is broken until it's too late. Here are five real GitHub Actions bugs — and how static analysis catches them before they ev...
The Problem GitHub Actions failure logs are noisy. Finding the actual error in 500 lines of output takes time you don't have during an incident. You g...
The industry is over-indexing on multi-agent. Here's a concrete framework — with code — for choosing the right level of autonomy. The $50,000 Refactor...
While many in the software engineering and devops community view a fully automated ci cd pipeline as the ultimate goal, this discussion explores the f...
With the Ingress-NGINX retirement scheduled for March 2026, the Kubernetes networking landscape is at a turning point. For most organizations, the que...
In modern development, we’ve gotten used to something dangerous: deployments we don’t understand. Push code to GitHub, and—poof—it’s live. Platforms l...
New policy guidance from the White House wants Congress to preempt state AI laws. Here's what current state AI laws address.
Before: 1 service, 50ms response. After: 8 microservices, 800ms response. The distributed systems disaster every startup falls for. Continue reading o...
After last week's context overflow incident — where OpenClaw's compaction failed at 119% capacity — I went into the config and tried to make it behave...
Flyway and Liquibase treat Cassandra like PostgreSQL. They miss async DDL, distributed locking, and partial failures. So I built cqltrack — open-sourc...
Introduction When people imagine a software developer, they often picture someone writing elegant code in a quiet environment. My experience has been...
300,000 cargo items. 2,000 containers. One scrapped rebuild. This is what super complex combinatorial optimisation actually looks like. Continue readi...
It's Monday morning. A new engineer joins the team. By Thursday, they're still fighting their dev environment. The Dockerfile the previous engineer wr...
The landscape of artificial intelligence is undergoing a massive architectural shift. In the early days of generative AI, interacting with a model was...
Showing 841 - 860 of 6119 articles