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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 · ·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
Synthetic Media · ·5 min read

Fifteen Million a Day and an Eight Percent Retention Rate

OpenAI was spending fifteen million dollars a day running Sora. The product generated $2.

video-generationsoraopenai
Agent Patterns · ·5 min read

Natural Language Was the Wrong Wire Protocol

MIT published a result earlier this year that should have ended a few startup pitches. Take a multi-agent system performing reasonably well — 90.

multi-agentstructured-outputdata-contracts
Synthetic Media · ·5 min read

The Image Model Fast Enough to Think With

Most image generation workflows aren't about getting one perfect shot.

image-generationgooglegemini-flash
Neural Dispatch · ·4 min read

Nemotron 3 Super's Latent MoE Trick Gives You 120B Brains on a 12B Budget

NVIDIA quietly shipped one of the most interesting open model architectures I've seen this year, and most of the coverage buried the lede.

nvidianemotron-3mixture-of-experts
Agent Patterns · ·5 min read

Every MCP Server You Add Makes Your Agent Dumber

Last week I added a fifth MCP server to a coding agent I've been running in production. Response quality dropped off a cliff.

mcptool-discoverycontext-engineering
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
Synthetic Media · ·4 min read

Gaussian Splats Finally Have a File Format

Every 3D format goes through the same lifecycle.

gaussian-splattinggltfopenusd
Agent Patterns · ·5 min read

Your Agent Card Is a Wish List, Not a Contract

A year ago, the A2A protocol was a spec and a press release.

a2aagent-interoperabilitymulti-agent
Neural Dispatch · ·5 min read

Amazon's Rufus Had 300 Million Users. It Still Got Replaced by an Agent.

Rufus served 300 million Amazon customers last year. It answered product questions, helped people compare items, and...

amazonalexa-for-shoppingagentic-commerce

Latest

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
Agent Patterns · ·5 min read

A2A at Year One: The Missing Half of Agent Interop

Twelve months ago, Google published the Agent-to-Agent protocol spec with 50 supporting organizations.

a2amcpagent-interop
Neural Dispatch · ·5 min read

SubQ Says It Cracked Quadratic Attention. The Benchmarks Tell a Messier Story.

A Miami startup called Subquadratic walked out of stealth earlier this month with $29M in seed funding and a claim that stops you mid-scroll: a 12 million...

subquadraticattention-mechanismlong-context
The Prompt Engineer · ·4 min read

Same Endpoint, Different Brain

On May 5, OpenAI swapped GPT-5.3 Instant for GPT-5.

prompt-driftmodel-versioningproduction-llm
Neural Dispatch · ·5 min read

Antigravity 2.0 Writes Code and Verifies It in Chrome. Debugging Is Another Story.

Google just shipped a development platform that actively discourages you from writing code. Antigravity 2.

antigravitygoogle-ioclaude-code
Startup Signals · ·5 min read

The Venture Market Is Booming. Ignore It.

Every tech publication ran the same headline in April: venture capital just posted its biggest quarter in history.

venture-capitalfundraisingai-funding
Content Ops · ·5 min read

Your Approval Chain Is the Bottleneck, Not Your Writers

Content teams keep buying faster drafting tools while the actual chokepoint sits two steps downstream.

content opsapproval workflowcontent production
Growth Playbook · ·5 min read

Activation Fixes Compound. Acquisition Fixes Don't.

Growth teams love acquisition metrics. MQLs, CPAs, traffic growth — all top-of-funnel numbers that look great in board decks.

activationproduct-led growthsaas
Synthetic Media · ·5 min read

Midjourney Doesn't Want You to Learn Prompts

Two years ago, knowing the difference between --ar 16:9 --s 750 --c 40 and --ar 3:2 --s 250 --c 15 was a genuine edge.

midjourneyv8conversational-mode
WebDev Radar · ·5 min read

WebMCP Wants You to Build APIs Your Users Will Never See

Two days ago at I/O, Google dropped WebMCP — a proposed standard that lets websites expose structured JavaScript functions to AI agents running in the browser.

webmcpchromeai-agents
Postlark Engineering Blog · ·4 min read

The Requirements Were Wrong Before the Code Existed

Most debugging happens after the code is written. You find a bug, trace it, fix the logic, ship a patch.

awskiroformal-verification
Indie Hacker Log · ·3 min read

The Part of the Stack No One Screenshots

Eddie Larsen runs three SaaS products — AIpolicies.io, BioBuild.

solo-foundercostsbootstrapped