Rebase Git Publication Finalization
An article can remain queued in the internal vault while its published version goes live on the public site if an unrelated commit arrives during th…
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How I Built a Strict SOC2 Compliance Gate in Jira using Atlassian Forge & KVS
If you've ever gone through a SOC2 audit, you know the drill. Auditors want proof that every piece of code deployed to production went through a pee…
How to Build an AI Appointment Booking Agent for a Hair Salon
One agent, one business workflow Let AI understand “a trim after work with anyone available.” Let rules and live calendar data decide what can actua…
Why AI Agents Fail: Pattern Matching Beats Reasoning Scaffolds
Why AI Agents Fail: Pattern Matching Beats Reasoning Scaffolds Everyone says an AI agent fails because it cannot reason well enough. The failure dat…
What is an AI agent harness?
By Harshith Vaddiparthy. Originally published in my AI agent harness guide . An AI agent harness is the software around a model that lets it do work…
How I Built a Multi-Agent Micro-SaaS Orchestration Engine in n8n (Zero Cloud Subscriptions)
Building scalable, multi-agent AI systems usually means falling into one of two traps: drowning in the spaghetti code of Python-based orchestration…
AI system maintenance: what breaks after launch
Developing an AI system is always a custom story, and there are plenty of points where something can break. That is why after development - your own…
OpenAI Dots Could Support Always-On Incident Triage, but Limits Matter
OpenAI’s Dots are persistent AI agents designed to operate with dedicated cloud compute, memory, and a plugin ecosystem across apps and workflows. T…
Privacy-Preserving Active Learning for sustainable aquaculture monitoring systems for extreme data sparsity scenarios
Privacy-Preserving Active Learning for sustainable aquaculture monitoring systems for extreme data sparsity scenarios Introduction: A Lesson from a…
Why GUI-Only Agents Waste Half Their Steps
Most computer-use agents operate like someone peeking through a peephole with oven mitts on. Every small action, such as clicking an icon, typing a…
Advanced Tools vs. Traditional Skills: Balancing Malware Analysis Training in the AI Era
Introduction: The Evolving Landscape of Malware Analysis Malware analysis remains a critical discipline in cybersecurity, where the battle against m…
Infrastructure as Code (IaC): Stop Managing Infrastructure Manually
Imagine deploying an application to production, only to discover that the server configuration is different from your development environment. The a…
From ClasseViva to Home Assistant: a dashboard architecture in practice / Da ClasseViva a Home Assistant: architettura di una dashboard in pratica
English Italiano The challenge ClasseViva presents school information across different screens. CVV Dashboard brings averages, grades, noticeboard m…
A professional-grade website for under $5 a month
How I run my wife's clinic website https://naturlaskin.clinic on AWS with security, automation and the Well-Architected Framework built in from day…
Google Launches Gemini 4 Argon for Deep, Multi-Step Work Across Teams
Google has launched Gemini 4 Argon , its flagship frontier model for deep, multi-domain work. The model is designed for long, multi-step tasks acros…
Google Launches Gemini 4 Argon for Long-Horizon Reasoning and AI Workflows
Google has introduced Gemini 4 Argon , a new frontier model built for deep, multi-step reasoning and long-horizon tasks. The model is positioned as…
MockForge: Architecting Resilient Microservices with Next-Generation API Emulation and Synthetic State Machines
Modern distributed systems rarely fail at the computation layer. They fail at the boundaries. As engineering organizations migrate toward polyglot m…
Build an AI Remote Assistant to Cut Admin Time in Hybrid Work
Hybrid Work’s Secret Weapon: Building AI Remote Assistants That Slash Admin Time Introduction Hybrid work is booming, but the hidden cost is constan…
Edge-to-Cloud Swarm Coordination for precision oncology clinical workflows with embodied agent feedback loops
Edge-to-Cloud Swarm Coordination for precision oncology clinical workflows with embodied agent feedback loops Introduction: A Late-Night Discovery i…
Liquid AI ships open-weight 24B agent model for local use
Liquid AI has published LFM2.5-24B-A2B on Hugging Face , dated October 13, 2026. It is a reasoning model with 24 billion parameters in total and 2 b…
Anthropic’s Scion Shows Why AI Agents Are Forcing a Rethink of Source Control
Anthropic has redesigned its internal source-control infrastructure after AI-assisted development pushed its daily merge volume from roughly 2,500 c…
I built a 17-agent AI swarm on my phone — here's how
I built a 17-agent AI swarm on my phone — here's how Okay, buckle up. This is going to be a bit of a deep dive. For the last few weeks, I’ve been ob…
Altair-Next Gen Aims to Bring AI-Powered Satellite Analytics Closer to Real Time
Mistral AI has joined a consortium led by Marlan Space and Loft Orbital to develop Altair-Next Gen , a planned AI-enabled satellite infrastructure t…
The Agent That Trapped Itself: How Context Eviction and Deduplication Broke on a Go Project
The Agent That Trapped Itself: How Context Eviction and Deduplication Broke on a Go Project A deep dive into a real failing run in the Legion multi-…
How to Scrape and Verify Local Business Leads with Python (Without Paying $100/mo for SaaS)
If you do B2B marketing, freelance outreach, or local client acquisition, you know the pain: lead platforms charge $50 to $100+ per month just to ex…
Self-Supervised Temporal Pattern Mining for coastal climate resilience planning for extreme data sparsity scenarios
Self-Supervised Temporal Pattern Mining for coastal climate resilience planning for extreme data sparsity scenarios Introduction: A Lesson from the…
Sparse Federated Representation Learning for precision oncology clinical workflows during mission-critical recovery windows
Sparse Federated Representation Learning for precision oncology clinical workflows during mission-critical recovery windows Introduction: A Lesson L…
Two AIs coordinating through a Google Sheet: what broke and how we fixed it
We run a two-AI workflow: one AI manages and verifies, the other builds. They coordinate through a shared Google Sheet that acts as a message mailbo…
I Work in Marketing. Here's Why I Started Building My Own Software.
I didn't start learning software development because I wanted to change careers. I started because I was tired of solving the same problem in five d…
The Green Screen That Wouldn't Let Go
How we taught a robot to rescue 15 plus years of accounting data from a 1990s computer — and then taught other robots to babysit it Picture an accou…