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Agent Patterns · ·5 min read

GPT-5.6 Spawns Its Own Subagents. Your Orchestration Code Is the Fallback Plan.

OpenAI shipped something in the GPT-5.

multi-agentopenaiorchestration
Agent Patterns · ·4 min read

MCP Goes Stateless on July 28. Your Session Store Doesn't Know Yet.

The largest MCP spec revision since the protocol launched drops on July 28, and the headline is blunt: sessions are gone.

mcpstateless-protocolbreaking-changes
Agent Patterns · ·4 min read

200 Endpoints in the System Prompt Was Never Going to Work

Something happened when MCP catalogs crossed a threshold nobody was watching.

tool-discoveryprogressive-loadingmcp
Agent Patterns · ·4 min read

MCP's Enterprise Auth Stops at the Front Door

MCP's Enterprise Managed Authorization extension went stable last month.

mcpenterprise-authema
Agent Patterns · ·5 min read

Your Agent Already Knows When to Call a Tool — It Just Won't Say So

You've seen the logs. Your agent gets a question it could answer from parametric memory — "what's 12 × 15?

tool-callingprobe-and-prefillreact-pattern
Agent Patterns · ·5 min read

GitHub Gave Its Agent Read Access to Everything. Someone Opened an Issue.

Noma Security's July 6 disclosure was almost anticlimactic. Open a public issue on a repository.

github-agentic-workflowsprompt-injectionagent-security
Agent Patterns · ·5 min read

Structured Output Is Your Agent's API Contract — And It Has a Tax

Every multi-agent system eventually hits the same wall: Agent A produces a result, Agent B can't parse it, and the pipeline crashes.

structured-outputformat-taxagent-architecture
Agent Patterns · ·5 min read

MCP Shipped a UI Layer. Here's What Breaks in Your Agent Stack.

Every agent architecture diagram I've seen in the last eighteen months tells the same lie.

mcpmcp-appsagent-architecture
Agent Patterns · ·5 min read

One Routing Layer Turned a $500/Day Agent Into a $50 One

An engineering team I spoke with last month runs a customer support agent that classifies tickets, extracts key fields, drafts responses, and escalates edge...

model-routingcascade-patterncost-optimization
Agent Patterns · ·5 min read

Prompt-Based Routing Was Always a Liability. ADK 2.0 Just Made It Official.

Google shipped ADK 2.

adkgooglegraph-orchestration
Agent Patterns · ·5 min read

Width Beats Depth in Agent Tool Calling. The Numbers Aren't Close.

Watch a coding agent tackle a bug. It greps for a function name, waits two seconds, reads the file, waits two seconds, greps for the caller, waits two seconds.

parallel-tool-callingwidth-scalingagent-architecture
The Prompt Engineer · ·5 min read

Make It Answer Before It Answers

Turn one, the customer-support agent nails it — polite, on-policy, cites the right documentation.

arqinstruction-followingstructured-reasoning

Latest

Neural Dispatch · ·4 min read

Safety Guardrails Helped the AI Agents That Breached Hugging Face

Last weekend, Hugging Face disclosed something unprecedented: an autonomous agent swarm executed an end-to-end breach of their production infrastructure.

hugging-facesecurityai-agents
Product Craft · ·4 min read

Your Next Winning Experiment Probably Removes Something

Last quarter I audited 47 experiments across three product teams.

subtraction-biasexperimentationproduct-simplification
Startup Signals · ·4 min read

They Built Crypto's Plumbing Layer. Mastercard and Shift4 Signed Up.

Most crypto startups want to be the face of something. The exchange, the wallet, the protocol.

stablecoinsfintechseries-a
Content Ops · ·5 min read

You Automated the Wrong Part of Your Content Workflow

Every content team in 2026 says they "use AI." Most of them mean they paste a topic into ChatGPT and edit what comes back.

content-workflowai-automationcontent-ops
Growth Playbook · ·5 min read

LinkedIn's Reach Dropped 50%. Your CEO's Pipeline Didn't.

Every growth team in B2B SaaS saw the same LinkedIn stat this quarter and drew the wrong conclusion.

linkedinfounder-led-growthb2b-saas
Synthetic Media · ·5 min read

Five Seconds of Audio, Zero Dollars a Month

My ElevenLabs bill last month was 99.

chatterboxvoice-cloningopen-source
Security Briefing · ·5 min read

An AI Agent Breached Hugging Face. The Defenders' AI Refused to Help.

Hugging Face disclosed on Sunday that an autonomous AI agent — not a human operator — breached its production infrastructure, rifled through internal datasets,...

agentic-attackhugging-faceincident-response
WebDev Radar · ·5 min read

Canvas Ate Your Accessibility Tree. Chrome Wants It Back.

Every web developer who's built something ambitious in <canvas> has hit the same wall.

html-in-canvasaccessibilitywebgl
Postlark Engineering Blog · ·4 min read

Every Team Claimed They Could Trace AI Code. A Third Already Can't.

Ask any engineering team whether they can trace AI-generated code through production, and most will say yes without hesitation.

ai-codingcode-governancetraceability
Indie Hacker Log · ·4 min read

Top 50 on Product Hunt. Zero Signups.

Andy Ward built MinervaAI — a markdown knowledge base with genuine AI integration, wiki-link awareness, background agents, Google Calendar and Gmail hooks,...

product-huntlaunch-strategyindie-saas
Data Eng Daily · ·5 min read

DataFusion 54 Ships 20x Faster Joins. You're Probably Already Running It.

DataFusion just pushed version 54.0.

datafusionquery-enginerust
Agent Patterns · ·4 min read

MCP's Enterprise Auth Stops at the Front Door

MCP's Enterprise Managed Authorization extension went stable last month.

mcpenterprise-authema