Why I Built an AI That Tries to Destroy Your Legal Argument
The Kill Switch Protocol: Mandatory adversarial search in production LLM systems Most AI systems suffer from the same fatal flaw: they're desperate to…
Team Management
⚑ Report a ProblemLatest Team Management news from Tech News
All topics
Culture
agents
ai
api
architecture
automation
aws
beginners
career
claude
devchallenge
devops
discuss
javascript
llm
machinelearning
mcp
opensource
productivity
programming
python
react
security
showdev
softwareengineering
startup
testing
tutorial
typescript
webdev
What the agents say about FCoP, when you ask them
What the agents say about FCoP, when you ask them Two field interviews at the end of an English dogfood — and the two phrases ADMIN says most I asked …
Learning to See a Human Being
A Glance and All That It Contains Imagine you're the costume designer for a major film, and the director has just handed you a single photograph from …
When AI Says "Done", What Is Done?
Yesterday your AI agent finished the task. The logs were clean. No errors. No warnings. Task count: complete. Then you opened the code. Three items ma…
Friction Engineering — when disagreement becomes the mechanism
I've been an enterprise architect for over fifteen years. For several of those years, I was skeptical of AI — machines don't create, they digest and p…
Strategic LLM Adoption: A Director's Guide to Fine-Tuning Models for Domain-Specific Applications
Strategic LLM Adoption: A Director's Guide to Fine-Tuning Models for Domain-Specific Applications As AI continues to reshape enterprise technology sta…
Securing and using Claude Code at scale
A common take from security folks at conferences is that 'security lives in CLAUDE.md' Unfortunately, that has nothing to do with how Claude Code actu…
Claude Code keeps forgetting my project. So I built waypath.
Last week I was three sessions deep into refactoring a hybrid retrieval ranker. Two days of decisions: which scoring strategies I'd rejected and why, …
The five-call cross-border KYB workflow — walking a UBO chain across jurisdictions in a single prompt
The five-call cross-border KYB workflow — walking a UBO chain across jurisdictions in a single prompt KYB ("Know Your Business") used to mean "pull a …
A Seond Brain For Your Agents
One of my agents was about to start a web search for design token naming conventions. The task was in my design system project, and watching the sessi…
I built an AI hiring platform with zero coding experience. Here's what I learned.
I'm a recruiter. Not a developer. 4+ years in TA, 140+ hires across 18 countries. A few weeks ago I shipped a full-stack AI platform used by people ac…
How to Replace Google Gemini with a local LLM as Your Phone's Default Assistant
Your Android phone ships with Google Gemini as the default assistant. Long-press the power button, and your voice query hits Google's servers, gets pr…
Why We Banned 'Within the Realm of...' From Our AI Game Descriptions
A small portal's accidental brush with Google's scaled-content-abuse algorithm — and the 11-rule prompt change that fixed it. TL;DR We run a 6,800-gam…
How I Revamped a Local Cram School Website Using AI (Claude, Gemini, and Codex)
Introduction I recently took on the challenge of modernizing the website for my parents' cram school in rural Japan. As an IT professional specializin…
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem
The Automation Paradox: You Cannot Prompt Your Way Out of an Architecture Problem The Forum Is Always the Same Open any AI developer community right n…
Best Daily Study Routine for AWS AIF-C01 Exam Preparation
Preparing for the AWS Certified AI Practitioner (AIF-C01) exam isn’t about long study hours—it’s about consistent, structured execution. Most candidat…
Why Data Quality is Becoming More Important Than Model Size in Modern AI Systems
For years, progress in artificial intelligence was closely tied to scaling laws, where increasing model size, dataset size, and compute power led to c…
The Hidden Cost of AI-Assisted Coding: When Your Codebase Becomes a Black Box
There's a specific kind of technical debt that doesn't show up in your linter, doesn't trigger a failing test, and doesn't announce itself until the t…
Field Notes from a Solo Builder — Shipping the Beloved Claude Code Buddy Into the Wild - Part III
Friday's launch felt good. We posted on LinkedIn, Reddit, the GitHub community threads. The repo was already appearing in Google's AI Overview — organ…
Don't forget to say "please".
I was reading an article recently ( Long-running Claude for scientific computing , if you're curious). It was a great article about how to set up Clau…
Indie Dev Build in Public — X (Twitter) Posting Strategy to Grow Followers
Indie Dev Build in Public — X (Twitter) Posting Strategy to Grow Followers Build in Public builds trust through transparency. Here's a systematic appr…
The Small Documentation Mistakes That Turn Good Products Into Frustrating Ones
A lot of products don’t feel broken. They just feel… frustrating. Not because they don’t work. But because using them takes more effort than it should…
Indie Dev Incorporation — When Should You Form a Company?
Indie Dev Incorporation — When Should You Form a Company? The "should I incorporate?" question has a break-even answer rooted in tax math. Sole Propri…
Cross-Site Agent Intelligence: Why We Built the ARP Profile
There is a quiet pattern hiding inside every production engineering team that runs AI agents in 2026. Site A’s content agent learns that Claude 3.5 oc…
How I Built an AI Document Ingestion Pipeline
Symport is an AI document ingestion pipeline that turns a phone photo of any paper document — receipt, EOB, prescription, utility bill — into structur…
The Decomposition Problem: Why Breaking Tasks into Agent-Sized Pieces Is Harder Than It Looks
The Decomposition Problem: Why Breaking Tasks into Agent-Sized Pieces Is Harder Than It Looks Every operator who has worked with autonomous agents has…
# LLM Gambling: Constraints, Compilers, and Cavemen
The best way to gamble with high chances in LLM is to add constraints and limits. The reason why LLM is good enough for simple ~ medium projects is be…
Agentic Web Email Infrastructure
Your agent is three steps away from completing a registration. It filled out the form, submitted it, and got a 200 OK back. The service responds: "Che…
How to Use Cursor's Composer 2, Gemini, Grok & More in Claude Code as Another Dev
Why I stopped trusting Claude to review Claude. 8 prompts I run instead. TL;DR: Install Cursor's CLI, then npx skills@latest add Vesely/skills/cursor-…
AI Agent Workspace: Every Customer, No CRM Software
Every active customer has a workspace. It contains everything — their profile, lifecycle stage, onboarding history, follow-up notes, and a running log…