Automating Code Reviews with GitHub Actions and OpenAI
Manual code reviews are a bottleneck in fast-moving development teams. Automating initial feedback loops ensures consistency and allows human reviewer…
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I Built a Local LLM Rig to Escape API Bills. Then I Paid OpenAI Again.
I run a one-person AI shop. For 2asy.ai's filing pipeline that needs thousands of single-document extractions per cycle, the local rig lost the batch …
I read the 21-comment OpenClaw UI thread and I think everyone is arguing about the wrong thing
A few days ago I was digging through Reddit threads to see how people are actually running OpenClaw once it stops being a weekend toy and starts touch…
What Anthropic Actually Said About AI Building Itself
In June 2026, Anthropic released a report called "When AI builds itself." The headlines made it sound like AI was on the verge of superintelligence in…
The Death of the God Model: Why True AGI Requires a Split Brain Architecture
TL;DR: The AI industry's pursuit of a single, omnipotent "God Model" is a dead end. Due to the mathematical paradoxes of RLHF and alignment, models ar…
How to Build an AI Resume Builder with LangChain and Node.js
A few months back, my friend Marcus was applying for a senior backend role at a fintech company. He had five years of solid experience — distributed s…
Gated Frontiers: Inside OpenAI’s Rosalind Biodefense Initiative and the Shift Toward Controlled AI Distribution
When deploying frontier AI, the standard tech playbook typically favors raw scale and rapid, democratic distribution. However, when a model’s core com…
Двойные стандарты AI: «Мы возьмем ваши книги, а вы не трогайте наши токены»
Все помнят Эрика Шмидта. Бывший CEO Google, ныне AI-евангелист. В апреле 2024 года он зачитал стендап-лекцию студентам Стэнфорда. Коротко суть. Если п…
How to Control Token Spend in Codex-Style AI Workflows
AI coding agents are changing how developers work. Tools like Codex-style coding assistants, agent frameworks, multi-step automation scripts, and AI-p…
The "AI" Label Is Losing Its Meaning, and Companies Are the Ones Diluting It
Posted on May 24, 2026 5 min read 🤖 AI summary: This article examines how the term "artificial intelligence" has been co-opted by companies as a marke…
Building an Autonomous AI Hiring Agent with Multi-Agent Runtime Orchestration 🚀
Building an Autonomous AI Hiring Agent with Multi-Agent Runtime Orchestration 🚀 The future of AI systems is not just single prompts — it's autonomous …
Making Equation (2.2) of the OpenAI Erdős Result Executable
Why a proved theorem still needs reproducible claim custody On May 20, 2026, OpenAI announced that an internal reasoning model had produced a countere…
How Developers and Open-Source Communities Work - A Guide for Non-Technical People
You do not need to be a coder or developer to understand open-source communities. If you are curious about how developers actually work, collaborate, …
Stop retraining YOLO: a developer’s guide to zero-shot object detection with generative VLMs
If you have ever maintained a computer vision pipeline in a factory, warehouse, or construction site, you already know the drill. You spend weeks coll…
Counting tokens is dumb. So we built a free metric for AI proficiency.
We’ve been trying to figure out a real answer to a question that keeps coming up: how do you measure whether someone is actually good at Claude Code, …
We tracked 200K AI requests. Here's where the money actually goes
Six months ago I posted here about CostLens — a tool to reduce OpenAI costs. Since then, we've completely rebuilt it based on one question a VP asked …
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026
OpenAI Agents SDK: Sandbox Execution and Model-Native Harness in 2026 TL;DR Summary The OpenAI Agents SDK now includes sandbox execution — agents run …
I Stress-Tested 3 AI Agent Gateways (WorldClaw, B.AI, TokenMix.ai). Only One Was Ready for Production.
Three platforms launched between Q4 2025 and Q2 2026 want to be the default gateway for autonomous AI agents: WorldClaw (Trump-family WLFI ecosystem, …
How I Built an API That Cuts LLM Token Costs by 11-22%
I've been building AI-powered tools for the past year, and one thing kept bugging me: I was wasting money on tokens. Not because my prompts were bad —…
I gave up on asking GPT to "tailor my CV"
Quick test. Open ChatGPT. Paste your CV. Paste a job posting. Type "tailor my CV to this job." Read what comes back. It's bad, right? Not catastrophic…
I built a product in one AI session. Here's the system that made it ship right.
43% of startups do not fail because the code was bad. They fail because the wrong thing got built. Not ugly code. Not missing features. Not “we should…
OpenAI Revenue is Not the Whole Story: Anthropic's Enterprise Bet
OpenAI revenue is still the number people reach for when they want a leaderboard. But the cleaner frame is different: Anthropic appears to be building…