The Intent Layer
The software stack has a gap. On one end: tools that capture signal. Dovetail, Intercom, user research platforms—everything that tells you what users …
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Build in public, month 2: 615 of 616 visitors never clicked anything
A follow-up in our series on running a SaaS portfolio with AI agents. Here are the real numbers from this cycle, no spin. Revenue (LemonSqueezy, statm…
Prompt Packs Are Dead. Long Live Skills
The freebie Comment "REVOPS ROCKS" and I will DM you my 350 custom prompts. You have scrolled past it a hundred times. Join my list, get a billion pro…
Self-Evolving Knowledge: Как взрастить senior агента
Привет! Я не AI-инженер, у меня нет ML образования. Я проджект-менеджер со старым бекграундом в качестве веб-разработчика и с опытом более 10 лет в уп…
Local-first: a Model on Your Own Machine, Zero Cloud
This is the concrete, runnable walkthrough for Post 1 of the Portway series . The goal: stand up a single model behind an OpenAI-compatible endpoint o…
The Pope and the Dynamo
On Monday, Pope Leo XIV released a 42,300-word document about artificial intelligence. The English text runs ninety pages, named it Magnifica Humanita…
Building ShouldWeAutomate: A Decision Intelligence Platform for Workflow Automation
How we built an open-source platform that tells you whether your business process is ready for AI automation — with deterministic scoring, gamified UX…
Designing Coding Agent Skills That Actually Work
I've spent the last few months obsessed with AI coding agents. Not just using them. Building alongside them and optimizing them for my use-cases. I've…
AI cheating in technical interviews is invisible to interviewers — here's how we detect it
AI cheating in remote interviews is now the norm, not the exception. Candidates are running Cluely, Parakeet AI, and screen overlay tools while sharin…
Prompt versioning: how I learned the hard way
Prompt Versioning: How I Learned the Hard Way Three weeks before a client demo, I pushed what I thought was a minor tweak to a production prompt — cha…
Lean4 Might Be the Missing Piece in AI: Why Theorem Provers Are Suddenly Everywhere
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every commit. Star Us to help devs discover the project. Do g…
AI tools that respect your time
The AI Tools Tax: Why Most AI Tools Steal More Time Than They Save Last Tuesday I spent 47 minutes getting a Claude response into a format my downstre…
AI translation: post-editing best practices
AI Translation Post-Editing: What Nobody Tells You Until You've Burned a Client Last year I watched a senior developer ship a localized SaaS product t…
Why I Stopped Waiting for Deep Work Blocks and Started Building in Taxi Rides
Originally published on AIdeazz — cross-posted here with canonical link. I used to believe serious building required serious sitting. The desk, the mo…
Building a personal AI prompt library - mistakes I made
I Built a 400-Prompt Library and Used Maybe 12 of Them Six months into building my prompt library, I had 412 prompts across 11 folders, a color-coding…
Treasure Hunt Engine: Why One Bad Prometheus Rule Sank the Whole Veltrix Event
The Problem We Were Actually Solving Our real goal wasnt fancy LLM prompts or real-time leaderboards. It was keeping the Rails app under 450 ms p99 du…
How I'm Building a Multi-Agent Crew for AI Coding Supervision (Cipher Update)
After months of experimentation, I realized one generalist AI isn't enough. So I built Cipher — a crew of 7 specialized agents, each with their own pe…
How to write good commit messages and pull requests — a team guide
How to write good commit messages and pull requests — a team guide This will be a practical, structured post focused on clarity, consistency, and real…
How to build a second brain with Obsidian and Claude Code (step by step)
Six folders, one context file, a memory directory, and a handful of slash commands. The exact setup, in build order. TL;DR A second brain fails when n…
Claude completed my MPI assignment. Then it couldn't run it. So I built the missing piece.
Claude wrote the whole thing. Parallel computing, proper MPI calls, the works. But when it needed to actually spin up VMs and execute, it just... stop…
How to not Lose $500M via API Bills: Run Private AI for 100 Engineers Under $1 Million
Last week a company nobody can name spent $500 million in a single month on Anthropic's Claude API. Not $500K. Not $5M. Half a billion dollars. In one…
Autonomous AI Agents in Cryptocurrency Portfolio Management
Architecture of Autonomous Portfolio Agents Autonomous AI agents managing cryptocurrency portfolios operate on a foundation of continuous on-chain dat…
I built a sovereign self-healing AI development system from scratch using Hyperdimensional Computing — no LLMs, no cloud, no APIs
Four years. One laptop. One Samsung tablet. No degree. No team. No funding. This is what I built. What is Vitalis FSI? Vitalis FSI is a fully autonomo…
ai, deepseek, machinelearning
title: The Rise of China's LLMs: A Complete History from 2017 to 2026 published: ture description: From Wu Dao 2.0 (1.75T params) to DeepSeek V3 ($5.6…
Benevolent Viruses — A Design Pattern for Ethical AI
Last month I ran an outreach campaign. I emailed 25 people — researchers, advocates, technologists — the kind of humans who think about how AI should …
I was wasting 10 minutes every Claude session. So I built a fix.
Every day I use Claude.ai for real work — writing specs, refining prompts, making product decisions. And every single day, the same painful ritual bef…
I Finally Found a Wallet That Lets My AI Agent Pay Its Own Bills
Last week I sat through a session on the Agentic Economy at GDG NiT Agarpara, half-expecting the usual vague hype about "the future of AI." What I did…
BoxAgnts Introduction (6) — Agent Multi-Turn Conversation and Tool/Skill Invocation
If you've only chatted with ChatGPT, you might think an AI Agent is simply "send a prompt to the API, display the response." The reality is far more c…
AI coding assistants are creating mass dependency and we're pretending it's productivity
Using Copilot feels a lot like driving a Tesla. It might be quietly eroding your ability to code without it. A couple of months ago, I realized someth…
Inference Theft Is the New AI App Security Bug: How to Protect Your LLM Endpoints
If your app exposes an AI endpoint, your most expensive infrastructure might now be the easiest one to abuse. A normal HTTP request is cheap. A single…