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News
The Model Is Not the Agent. The Harness Is.
2+ hour, 36+ min ago (29+ words) Artificial Intelligence Engineering The Model Is Not the Agent. The Harness Is. The next generation of intelligent systems will require tools and context and memory and execution and verification …...
Why the New LLM Reasoning Leak Paper Matters for Your Team’s AI Workflow
10+ hour, 19+ min ago (271+ words) The technique works in just two API calls and can recover reasoning that was meant to stay hidden behind the provider’s safety layers. The authors demonstrate this with several examples, including a case they call Kimi‑K3 where the recovered reasoning…...
Inside a WordPress Bot Detection Engine
17+ hour, 25+ min ago (1296+ words) This post walks through how each layer works, how they combine into a single threat score, and why this architecture catches bots that simpler approaches miss. It's a WordPress plugin, but the scoring design applies to any request pipeline. Every…...
Bot Detection False Positives: How to Actually Test Accuracy
18+ hour, 53+ min ago (1443+ words) The fastest way to lose confidence in bot protection is not to miss a bot. It is to block a real customer. A missed scraper costs bandwidth or content. A blocked customer costs a sale, a support escalation, and trust…...
Playwright Chronicles: Crafting Elegant Automation in JS/TS from Scratch — Part 50: Mastering Git…
1+ day, 2+ hour ago (46+ words) Learn how to connect your automation project to GitHub with a step‑by‑step Git workflow. From creating a repository, initializing Git, staging files, committing changes, renaming the branch, adding a remote origin, and finally pushing code, this guide ensures…...
AI Is Releasing New Models Faster Than Ever: A September 2026 Snapshot
1+ day, 14+ hour ago (387+ words) If you follow AI news even casually, you’ve probably noticed this — new models are dropping so fast it’s genuinely hard to keep track. In just the first two weeks of September 2026 alone, more than a dozen new AI models have…...
Designing Effective Harnesses for AI Agents: From Impressive Demos to Reliable Systems
1+ day, 18+ hour ago (1349+ words) AI agents are getting more powerful every day. We can now build an agent that reads information, calls APIs, uses tools, makes decisions, and completes tasks with very little human involvement. A simple mental model for this looks like: LLM…...
Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observers on Shared Endpoints
2+ day, 19+ min ago (402+ words) LLM judging frameworks depend on the assumption that rerunning byte-for-byte the same agent output, through the same endpoint, yields the same judgment. In reality, this fails. Zero-temperature only partly reduces the noise. API providers update models silently and without versioning,…...
Day 16: Cosine Similarity and Semantic Search Basics
2+ day, 19+ min ago (495+ words) Cosine similarity measures how closely two vectors point in the same direction, regardless of their length. Picture a vector as an arrow from the origin in space. Cosine similarity looks at the angle between two such arrows. If they point…...
From 9 Seconds of Voice AI Latency to 1.5 Seconds: Building an In-House Voice AI System
2+ day, 11+ hour ago (1288+ words) Nine seconds of silence. That's how long a caller waited after asking our AI assistant a simple... Tagged with aivoice, ai, twilio, softwareengineering....