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How I built a DSL for infrastructure in 10 days with AI
Lessons from building infra-lang — an IaC DSL with 5 compilation targets, an LSP, and live K8s E2E t…
Forking Macro: A Technical Walkthrough of Agent Collaboration
Multi-agent demos often hide the most difficult engineering problem. Disclosure: I used AI tools to…
OpenAI Adds Chain-of-Thought Monitoring to Astra Safety Controls
Forensic Summary OpenAI has halted training runs for its forthcoming Astra model and overhauled it…
Your Vector Database Is Three Decisions, and Only One of Them Changes Your Results
Level 4 of nine in Project Arc Rector — an agentic RAG stack built from free, self-hostable parts, o…
A Pixel Diff Cannot Converge, So Your Screenshot-to-Code Loop Is Following a Flat Signal
Generate markup, render it, compare the render to the target, correct, repeat. Every screenshot-to-c…
A Calibrated 70% Model Beats a Badly Calibrated 80% One in a Cascade, at the Same Cost
Run the cheap model. If it is confident, ship its answer. If not, escalate to the expensive one. You…
Graphify: Turn Codebases into Knowledge Graphs to Slash AI Token Costs
Codebase Architecture Mapping: Meet graphify AI coding agents (such as Claude Code, Cursor, and …
Spotlighting Cut Prompt Injection From 62% to 26%. It Did Not Reach Zero, and It Cannot
Prompt injection is not a bug in a model. It is a consequence of the interface: instructions and dat…
BizNode Pro: run up to 5 independent Telegram bots, each with its own identity, knowledge base, and AI persona
The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on …
Building a Scalable AI Marketing Agent: How We Engineered 100+ Personalized Emails Daily
Building a Scalable AI Marketing Agent: How We Engineered 100+ Personalized Emails Daily We built a…
I Saw the Future of AI in a Robot That Can Learn on the Spot
During a recent visit to Generalist AI, I watched a robotic arm improvise and use a banana as a tool…
How much of the weight-space perception gap is actually symmetry? Evidence from ~1.8M fitted SIRENs [R]
I’ve been looking at a fairly basic question in weight-space learning that I don’t think gets separa…