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Agent Patterns · ·5 min read

Most Multi-Agent Systems Should Be One Agent With Better Tools

The most uncomfortable benchmark result in agentic AI right now: a single agent matched or outperformed multi-agent architectures on 64% of tested tasks —...

multi-agenthub-and-spokeorchestration
Agent Patterns · ·5 min read

Most Agent Failures Are Memory Failures in Disguise

A customer support agent shipped last quarter at a startup I advise. It handled refund requests beautifully — for the first ten turns of each conversation.

agent-memorycontext-engineeringproduction
Agent Patterns · ·4 min read

Before MCP Tasks, Every Agent Faked Async the Same Way

Every agent framework that shipped before 2026 solved the same problem in the same embarrassing way.

mcpasync-agentstool-design
Design Bytes · ·5 min read

Figma Lives in Your Git Repo Now

Figma files now branch, commit, and merge alongside your React components.

figmagit integrationdesign systems
Synthetic Media · ·6 min read

Audio Came Included

Six months ago, adding sound to an AI-generated video clip meant stitching together three tools: a video model for the visuals, a TTS engine for any dialogue,...

video-generationnative-audioltx-2
GPU Economics · ·5 min read

Your GPU's Most Expensive Part Isn't the GPU

Pick up an NVIDIA B200 and trace where the roughly 6,400 manufacturing cost actually goes.

hbmmemory-economicsinference-economics
Security Briefing · ·4 min read

Stealing Keys From a Dying Process

ssh-keysign runs as root. It opens your host's private SSH keys, does its work, and exits.

cvelinux-kernelprivilege-escalation
WebDev Radar · ·5 min read

Three Browsers Agree on Digital IDs. They Just Disagree on How.

Something unusual happened in browser-land: Chrome, Safari, and Edge shipped the same new API within weeks of each other last fall.

digital-credentialsbrowser-apiauthentication
Data Eng Daily · ·5 min read

Zerobus Ingest Goes GA. Most of Your Kafka Topics Don't Need Kafka.

Databricks just GA'd Zerobus Ingest, and its pitch is blunt: for most streaming ingestion workloads, the message bus is dead weight.

zerobus-ingestdatabricksstreaming
Neural Dispatch · ·5 min read

Anthropic Hit Profitability. OpenAI Filed Its IPO. Developers Are the Margin.

Both of the biggest AI companies made their move toward Wall Street this week — and if you build on their APIs, you should be paying closer attention to their...

anthropicopenaiipo
Product Craft · ·6 min read

The Launch Didn't Fail at Launch

Three weeks before the release date, the feature was done. Tests passing, design polished, edge cases handled.

product-launchgo-to-marketcross-functional-alignment
Agent Patterns · ·5 min read

Comment and Control: CI/CD Agents as Exfiltration Vectors

A researcher opens a GitHub issue. The title reads: "The login button does not work!

prompt-injectionci-cd-securitygithub-actions

Latest

Synthetic Media · ·5 min read

Twelve Billion Parameters for a Hat

Every retouching workflow I've touched follows the same ritual: select an area, mask it carefully, paint over it, realize the edge bleeds, undo, adjust the...

image-editingflux-kontextblack-forest-labs
WebDev Radar · ·4 min read

The Navigation API Works Everywhere Now. Your Router Doesn't Use It Yet.

For fifteen years, every client-side router in JavaScript has been built on top of history.

navigation-apibrowser-apispa-routing
Postlark Engineering Blog · ·5 min read

Nobody Reads node_modules. Socket Just Hit $1 Billion.

Socket just closed a $60 million Series C at a billion-dollar valuation.

supply-chain-securityopen-sourcenpm
Indie Hacker Log · ·5 min read

The Race to Be Ahrefs for ChatGPT

Ask ChatGPT "what's the best project management tool for small teams" and you'll get an answer. It might mention your product.

aeoai-searchbootstrapped
Data Eng Daily · ·5 min read

DuckLake Hit 1.0. The 926× Benchmark Is the Least Interesting Part.

Every lakehouse format stores data in Parquet. The format war was never about how you read rows — it was always about where you keep the catalog.

ducklakelakehousemetadata-catalog
Agent Patterns · ·4 min read

Hermes Hit #1 on OpenRouter. The Reason Isn't the LLM.

Three months.

hermesself-improving-agentsagent-memory
Edge Deployed · ·4 min read

The CPU Learned Matrix Math. Your NPU Pipeline Is Now Optional.

Three weeks ago on this blog, we called NPU portability a lie. Four vendors, four conversion pipelines, four SDKs, zero interoperability.

arm-sme2cpu-inferenceon-device-ai
Neural Dispatch · ·5 min read

Gemini CLI Dies June 18. The Replacement Ships a Changelog and a GIF.

If you're using Gemini CLI — the open-source, Apache 2.0 terminal tool that Google launched to considerable developer goodwill — you have 26 days left.

gemini-cliantigravitygoogle
Open Weight Weekly · ·4 min read

HuggingFace's Intern Beat Claude Code. The Trick Was the Toolbox.

A month ago, HuggingFace open-sourced an agent called ml-intern.

ml-internhuggingfacefine-tuning
The Prompt Engineer · ·5 min read

Your Safety Layer Is Your Biggest Usability Bug

You shipped the guardrails. You added the system prompt hardening, the input classifiers, the output filters.

over-refusalllm-securityproduction-llm
Neural Dispatch · ·5 min read

Anthropic Hit Profitability. OpenAI Filed Its IPO. Developers Are the Margin.

Both of the biggest AI companies made their move toward Wall Street this week — and if you build on their APIs, you should be paying closer attention to their...

anthropicopenaiipo
Design Bytes · ·5 min read

Figma Lives in Your Git Repo Now

Figma files now branch, commit, and merge alongside your React components.

figmagit integrationdesign systems