Prompt Engineering

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Construct validity of Claude Opus 4.8's System Card – A commentary

 Code Quality
lesswrong.com·

Context Engineering Is Eating Prompt Engineering

 🤖AI Engineering  Content type: Blog
medium.com
·

LLM Observability: What To Instrument and How To Act on It

 📊Observability  Content type: Blog
blog.n8n.io·

TrajGenAgent: A Hierarchical LLM Agent for Human Mobility Trajectory Generation

 🧠LLMs  Content type: Academic
arxiv.org·
Less-relevant results

Why Transformer Models Get Costlier as Context Grows

 🧠LLMs
siliconopera.com·

Don't let the LLM speak, just probe it (8 minute read)

 🧠LLMs  Content type: Blog

Fable 5 monitored a production incident, found nothing, was off by 20x

 Code Quality  Content type: Blog

MoE Routing for Faster, Cheaper AI Inference

 🏗️System Design
digitalocean.com·

The Firefox security harness that fixed 271 bugs no one had found for years

 🧠LLMs
ppc.land·

high-performance classification API (beats GPT-5.4-mini)

 🧠LLMs  Content type: Discussion
classer.ai··Hacker News

anantjain-xyz/symphony-rust: An autonomous engineering team for your Linear project. Symphony is a desktop app that watches your Linear board and dispatches coding agents — Codex or Claude Code — to work on issues, each in its own freshly cloned workspace. You triage and review; Symphony orchestrates.

 🔌APIs  Content type: Code
github.com··Hacker News

Agentic AI for Insurance Underwriting: Beyond Chatbots and Prompts

 🧠LLMs  Content type: Blog

How to Defend Against Prompt Injection in Production

 ⚙️Backend Dev  Content type: Reference
leanpub.com··DEV

Configure input guardrails for an OpenShift AI voice agent

 🧠LLMs
developers.redhat.com·

AI Pentesting Roadmap: Labs, Challenges, Writeups & Research

 🧠LLMs  Content type: Blog
osintteam.blog
·

our workplace LLM mass delusion

 🧠LLMs  Content type: Blog  4 articles covering this post

Pi Coding Agent

 🤖AI Engineering
pi.dev·

BioReason-Pro Allows Structured Reasoning for Protein Function Predictions

 🧠LLMs
cbirt.net·

Announcing Forrester’s Top Cybersecurity Threats For 2026

 🧠LLMs  Content type: Blog
forrester.com·

Automate Oracle PL/SQL to PostgreSQL migration with Amazon Bedrock and Strands Agents

 ⚙️Backend Dev  Content type: Blog
aws.amazon.com·
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