Field notes from the studio.
Long-form writing on AI intake, data foundations, and the studio model. We publish what we'd want to read — none of the 'AI changes everything' opening paragraphs.
All posts
Jun 28, 2026
Your Analytics Lie About AI Traffic. The Fix Just Became Urgent.
Four studies in 72 hours prove AI recommendations drive 2.5x more site visits, but 55.9% arrive via branded search uncredited. Google's spam update makes the gap urgent.
7 min read · AI Search & SEO
Jun 28, 2026
$128M Into Voice AI Trust: Scaled Cognition, Coval, and TELUS Prove Reliability Is the Next Bottleneck
$128 million flowed into three voice AI trust layers in 72 hours. Scaled Cognition builds models that can't hallucinate, Coval tests agents before they go live, and TELUS shows 50% churn reduction in production.
6 min read · Voice AI & Intake
Jun 28, 2026
Three Companies, Three Bets on What Platform Means for Vertical AI
Assort Health raised $120M for proprietary data. Perplexity bet on integration breadth. Intapp argued the moat is firm operations. Three theses, 72 hours.
6 min read · Vertical AI Workflows
Jun 27, 2026
Coding Agents Got Orchestration, Cost Tracking, and Workflow Integration in 72 Hours
Vercel AI SDK 7, GitHub Desktop 3.6, and VS Code 1.126 each shipped a different layer of coding agent infrastructure between June 24-26. Here is what changed and why it matters.
5 min read · AI Developer Tooling
Jun 27, 2026
B2B Brands Hit 3% AI Citation Rate While Researchers Found a 13-Word Hack
Walker Sands found B2B brands appear in 3% of AI Overviews. Similarweb showed ChatGPT recs drive 2.5x visits. Cornell proved 13 words can poison AI answers.
7 min read · AI Search & SEO
Jun 27, 2026
74% of Contact Center AI Deployments Got Reversed. CCW 2026 Showed the Fix.
Salesforce, Talkdesk, RingCentral, and 8x8 each shipped a different answer to the same problem: why AI agent deployments fail after go-live and what makes them survive.
6 min read · Voice AI & Customer Support
Jun 27, 2026
43% More Leases, 80% Win Rate, FDA Cleared: Vertical AI's Production Week
Four vertical AI announcements in 72 hours each answered a buyer question: does it convert, can it handle the full workflow, is it legal, can it scale safely.
7 min read · Vertical AI Workflows
Jun 27, 2026
98% Hit, 2/3 Blind: The Agent Attack Surface Multiplied in 72 Hours
98% of enterprises had agent incidents. In the same week, four security disclosures broke a different layer of the agent stack. Nobody can see what agents do.
6 min read · AI Security & Governance
Jun 26, 2026
JetBrains Benchmarked Its Own Agent and Picked Codex Instead
JetBrains picked Codex over Junie with transparent data. Cursor built a marketplace leaderboard. Claude Code hardened MCP. Three layers of agent management shipped in 72 hours.
6 min read · Developer Tools & Claude Code
Jun 26, 2026
Dev Tool Changelog: Codex Remote GA, Claude Code OTEL Shift, Zed Sandbox
Six AI coding tools shipped updates this week. Claude Code's OTEL default change, Codex Remote reaching GA, and Zed's agent sandbox controls headline the roundup.
6 min read · Dev Tool Changelog
Jun 26, 2026
Healthcare Bet on Data. Legal Bet on Orchestration. Both Went Platform in 72 Hours.
Assort Health raised $120M at $1.2B. Perplexity launched Computer for Counsel. Infinitus hit 0% under-triage. Two industries built platforms in opposite directions.
7 min read · Vertical AI Workflows
Jun 26, 2026
77% Wrote AI Policies. 26% Can Enforce Them. Three Products Closed the Gap.
77% of organizations wrote AI security policies. Only 26% can enforce them. Three products shipped this week to close the 51-point enforcement gap.
9 min read · AI Governance & Security
Jun 25, 2026
Agent-Scale Coding Broke the Infrastructure: Cursor Origin vs Claude Code
Cursor rebuilt Git for thousands of agents. Claude Code shipped five releases of safety guardrails. Same 72-hour window, same problem.
7 min read · AI Developer Tooling
Jun 25, 2026
Six AI Agent Flaws in 48 Hours Share One Root Cause
Five CVEs and one behavioral exploit hit the AI agent ecosystem in 48 hours. They all share the same broken trust boundary: instructions are treated as data but executed as actions.
8 min read · AI Security & Governance
Jun 24, 2026
Agent Plugins Got Distribution, Registry, and Isolation in 48 Hours
Cursor shipped team marketplaces, JFrog put agent plugins in Artifactory, and Claude Code added credential sandboxing. Three layers of plugin governance in 48 hours.
5 min read · AI Dev Tooling
Jun 24, 2026
AI Agents Stopped Being an App. They Became a Coworker.
Claude Tag, Zoom Agent Architect, Productboard Spark, and CData Connect AI all shipped in 48 hours. Same bet: AI belongs in the workflow, not in a separate tab.
5 min read · AI Product Launches
Jun 24, 2026
Legal AI Had Its Platform Moment
Legora landed three firm deployments in one week while Shoosmiths built custom AI with Microsoft and Centari shipped deal reasoning. Legal AI is splitting structurally.
5 min read · Vertical AI Workflows
Jun 24, 2026
2.4 Million Autonomous Agents, 7% Accountability: Three Reports, One Gap
Three reports in 48 hours each found the same gap: AI agent adoption outpaced governance, data quality, and accountability.
6 min read · AI Security & Governance
Jun 23, 2026
AI Coding Tools Hit a Pivot Point in 72 Hours
Three things happened in AI coding in 72 hours: Cursor absorbed the open-source champion, Claude went dark, and Claude Code's creator stopped prompting.
6 min read · Developer Tools & Claude Code
Jun 23, 2026
The Agent Toolchain Is the New Software Supply Chain. Nobody Audits It.
Snyk scanned 10,000 dev environments: half run ungoverned MCP servers. Agentjacking hit a Fortune 100. DifyTap wiretapped AI chat. The supply chain gap is here.
6 min read · AI Security & Governance
Jun 22, 2026
Nobody Can Review AI Code Fast Enough. Three Products Shipped in 72 Hours.
PR review time jumped 441% and 31% more PRs merge with no review. Three products shipped in 72 hours to solve the agent delivery bottleneck.
7 min read · AI Developer Tooling
Jun 22, 2026
9 Open Source AI Tools Hitting GitHub Trending This Week
Token compression, agent security scanning, and a free Zendesk alternative all broke into GitHub's top trending spots this week. Nine repos worth your attention.
6 min read · Trending Open Source
Jun 22, 2026
AI Won in Court and Raised $30M on the Same Day
On June 22, Prosper AI raised $30M from a16z while Garfield AI won the first AI-drafted court case. Both prove vertical AI owns outcomes end-to-end.
5 min read · Vertical AI Workflows
Jun 22, 2026
Agent Governance Split Three Ways in One Week
F5, Anjuna, and Tigera each launched agent security platforms from different infrastructure layers in one week. Which layer do you already own?
6 min read · AI Security & Governance
Jun 21, 2026
Coding Agents Hit a Trust Ceiling: Claude Code Blocks, Junie Plans
Claude Code v2.1.183 blocks 6 destructive commands in auto mode. JetBrains Junie GA ships plan-before-code. Both bet trust is the next bottleneck.
5 min read · AI Dev Tooling
Jun 21, 2026
AI Search Reached 60% of Adults. Trust Fell to 54%.
Pew found 60% of adults read AI summaries. Fractl found trust dropped from 82% to 54%. USA Today now races a 4-hour clock before AI Overviews summarize the news.
6 min read · AI Search & SEO
Jun 21, 2026
Voice AI Goes Native: The Bolt-On Era Is Over
Jio and Zendesk built voice AI into their core infrastructure on the same day. The bolt-on era is ending. Here is what changes for buyers.
4 min read · Voice AI & Customer Support
Jun 21, 2026
Up to Half of Referrals Go Nowhere. Three AI Companies Are Closing the Gap.
Three companies launched systems this week that close the gap between knowing what patients and clients need and actually getting them to act on it.
6 min read · Vertical AI Workflows
Jun 21, 2026
Copilot SearchLeak Proves AI Has Your Permissions but No Authority
SearchLeak let attackers steal MFA codes from Microsoft Copilot with one click. The same week, Thoughtworks and O'Reilly defined the missing authority layer agents need.
5 min read · AI Security & Governance
Jun 20, 2026
122 Malicious MCP Packages: The Supply Chain Nobody Audited
122 MCP packages confirmed malicious. 71% single-maintainer. The protocol went enterprise while its supply chain stayed in npm-2014 territory.
4 min read · AI Developer Tooling
Jun 20, 2026
Google's 72-Hour AI Search Reset: What Wins, Who Clicks, Why You Stay
Google defined what content earns AI citations, GWI revealed who clicks at 50%, and the opt-out toggle went live. Three signals from one 72-hour window.
6 min read · AI Search & SEO
Jun 20, 2026
$112M Split Voice AI Into Three Layers in 72 Hours
Bland, Respond.io, and Konecta each raised or launched in the same 72-hour window. Each is betting that depth in one layer of CX AI beats the one-platform approach.
6 min read · Voice AI & Intake
Jun 20, 2026
86% Less Invoice Time, 20% More Bookings: Real Estate's 72-Hour AI Agent Wave
Five companies shipped role-based AI agents for real estate in 72 hours around NAA Apartmentalize. Yardi led with an 86% invoice time cut and the first MCP connector in the industry.
6 min read · Vertical AI Workflows
Jun 20, 2026
Localhost Is Dead: Three Agent Framework RCE Disclosures in 72 Hours
AutoJack, Cline CVE-2026-44211, and 7,000 Langflow servers under attack share one flaw: agents that browse the web and talk to local services break localhost trust.
6 min read · AI Security & Governance
Jun 19, 2026
Claude Code Becomes an Enterprise Platform in 48 Hours
Anthropic shipped Artifacts, MCP Enterprise-Managed Authorization, and Workload Identity Federation in two days. Each removes a different blocker for enterprise buyers.
5 min read · AI Developer Tooling
Jun 19, 2026
Citations Aren't Recommendations: AI Search Visibility Got Real Tools in 48 Hours
69% of AI citations recommend competitors instead of you. Bing, Adobe, and Google shipped measurement tools in 48 hours to close the gap.
7 min read · AI Search & SEO
Jun 19, 2026
Salesforce Buys Fin for $3.6B: The Agentic CX Land Grab
Salesforce paid $3.6B for Fin because its Apex model resolves 76% of support tickets. Agentforce was stuck at 40-60%. Here's what the deal means for buyers.
6 min read · Voice AI & Customer Support
Jun 19, 2026
The AI Moat Is the Data: Harvey, CoStar, and AdvancedMD Show Why
Harvey trains custom legal models, CoStar builds AI from its multifamily data, Insight Health encodes clinical workflows. The moat is data, not models.
5 min read · Vertical AI Workflows
Jun 19, 2026
90% of Agents Run Ungoverned. Three Vendors Built the Stack in 48 Hours.
DeepMind, Snowflake, and Okta each shipped a different layer of agent security in the same 48 hours. Runtime monitoring, data governance, identity control.
7 min read · AI Security & Governance
Jun 18, 2026
Block Ships 15% of Production Code Through AI Agents
Block ships 15% of production code via AI agents. JetBrains Junie hits GA at number one on SWE-Rebench. Claude Code adds parameter-level permission rules.
6 min read · AI Developer Tooling
Jun 18, 2026
AI Agents Crossed the Action Line Across Three Industries in 48 Hours
Adonis inside Epic, brightplace on MCP, and Hanson Bridgett on Claude all shipped AI agents that execute workflows, not just answer questions, in a 48-hour window.
6 min read · Vertical AI Workflows
Jun 18, 2026
Vertex AI Bucket Squatting and ProgramData Poisoning: How Implicit Trust Breaks
A predictable Vertex AI bucket name, a writable ProgramData folder for AI coding tools, and a 1988 security concept explain why agent trust assumptions collapse.
7 min read · AI Security & Governance
Jun 17, 2026
Databricks Agent Bricks: building agents is 1% of the work
Databricks shipped Agent Bricks at DAIS 2026. Dataiku launched Cobuild. Claude 4 retired. The infrastructure around agents is now the product.
6 min read · AI Dev Tooling
Jun 17, 2026
Vertical SaaS Opened Its Doors to AI Agents This Week
Florence Healthcare, Yardi, AppFolio, and Legora shipped MCP connectors in 48 hours. The moat moved from the model to domain workflow infrastructure.
6 min read · Vertical AI Workflows
Jun 17, 2026
72% Unmanaged, 42% Losing Revenue: Agent Governance Became a Product Category
Kore.ai survey quantifies the agent governance gap. Four platforms launched in 48 hours to close it. Governance stopped being a checklist and became infrastructure.
6 min read · AI Governance and Security
Jun 16, 2026
The Agent Control Plane Arrived: Omnigent, GitLab, and the $2K/month User
Uber burned its 2026 AI budget in 4 months at $2K/month per user. Databricks and GitLab shipped agent infrastructure to fix the cost and governance gap.
5 min read · Developer Tools & Claude Code
Jun 16, 2026
400,000 Calls and a Signed Lease: Vertical AI Found the Money in the Middle
Four June 15 launches across healthcare, legal, and real estate all target the same gap: the repetitive operational work between first contact and resolution where revenue leaks.
5 min read · Vertical AI Workflows
Jun 16, 2026
Three Attacks in 72 Hours: AI Agent Permissions Are the Real Vulnerability
SearchLeak turned Copilot into a one-click data theft tool. The Meta AI hack took 20,000 accounts. LiteLLM exposed every API key. Same missing check caused all three.
7 min read · AI Security and Governance
Jun 15, 2026
Architecture Beat the Model: SkillOpt, MiMo Code, and MCP at Scale
Three open-source projects prove agent architecture beats raw model power: SkillOpt adds 23.5 points from a text file, MiMo Code beats Claude Code, MCP hits 87K stars.
5 min read · AI Agent News
Jun 15, 2026
8 Open Source AI Tools From GitHub Trending This Week
Agent skills, token compression, a 4GB vector index, and voice AI that runs offline. Eight repos that hit GitHub Trending this week and why they matter for AI operators.
5 min read · Trending Open Source
Jun 15, 2026
62% of AI Citations Don't Name Your Brand
Three June 2026 studies expose how AI search visibility metrics mislead teams: ghost citations, blended click rates, and platform infrastructure gaps that dashboards hide.
6 min read · AI Search & SEO
Jun 15, 2026
$800M ARR and 2.4B Work Units: Salesforce, Adobe, and Microsoft Ship Agentic AI in One Week
Salesforce ships multi-agent orchestration at $800M ARR while Adobe and Microsoft ship agentic AI the same week. Three platforms say agents are production-ready.
5 min read · CRM & Customer Support Automation
Jun 15, 2026
148x Slowdown, 85% Hijack Rate: Agent Trust Layers Are Now Attack Targets
Three attacks in 72 hours show how agent safety layers, tool integrations, and supply chain provenance can all become attack surfaces.
7 min read · AI Security & Governance
Jun 14, 2026
The Government Pulled Fable 5. Model Governance Stopped Being Optional.
US export control suspended Claude Fable 5 on June 12. Claude Code shipped model governance the same day. Here's what your agent stack needs now.
5 min read · Developer Tools & Claude Code
Jun 14, 2026
AI Search Went Everywhere, Autonomous, and Wrong in 72 Hours
Apple shipped Siri AI with zero citation analytics. Google's AI Mode agents search without queries. KPMG pulled a report with 89% fabricated citations. Three days that broke AI search measurement.
5 min read · AI Search & SEO
Jun 14, 2026
Build, Execute, Learn: Three CX Agent Tools Shipped in 24 Hours
Cresta, Pipefy, and ChatSee shipped CX agent infrastructure for building, executing, and learning from production agents in one 24-hour window.
5 min read · Voice AI & Customer Support
Jun 14, 2026
TCS and DXC Chose Claude for Regulated Industries in 24 Hours
Two IT services giants bet on Claude for healthcare, insurance, and finance in the same 24-hour window. The deployment pattern is what matters.
4 min read · Vertical AI Workflows
Jun 14, 2026
The AI Worm Worked. Your Gateway Is Under Attack.
An AI worm spread to 27 of 33 systems, CISA flagged active LiteLLM exploits, and 20% of financial firms got breached through AI tools.
4 min read · AI Security & Governance
Jun 13, 2026
Coding Agents Leave the Terminal. Three Platforms Embed Them in 48 Hours.
GitHub Agentic Workflows, Linear coding sessions, and OpenAI's Ona acquisition all landed in 48 hours. Coding agents are becoming embedded infrastructure.
4 min read · Developer Tools & AI Agents
Jun 13, 2026
AI Crawlers Take 11,000 Pages Per Visit. The Pushback Just Started.
Cloudflare data shows ClaudeBot crawls 11,122 pages per referral visit. Bing just shipped a toggle to turn AI answers off. The extraction economy meets user pushback.
3 min read · AI Search & SEO
Jun 13, 2026
Voice AI Stops Waiting, Starts Calling First
Three platforms launched outbound and proactive voice AI in the same week. Delight AI, Kraken+Sierra, and DROS.ai are betting that voice agents should call first, not just answer.
4 min read · Voice AI & Customer Support
Jun 13, 2026
Patient Access Stopped Being Convenience. It's Revenue Now.
Three healthcare AI launches in 72 hours converged on one thesis: patient access is where revenue leaks. Sensi.AI, Innovaccer, and Bridge each built around that number.
4 min read · Vertical AI Workflows
Jun 13, 2026
Every System an Agent Touches Is Now a Governance Problem
LangGuard, Reco, and ERP Today target the agent action surface: the gap between what agents can reach and what controls govern that access.
5 min read · AI Security & Governance
Jun 12, 2026
AI Coding Subscriptions End. Metered Billing Takes Over.
Four billing changes in one week: Anthropic splits Agent SDK credits, Cursor adds spend controls, GitHub goes metered, and the Linux Foundation creates token standards.
5 min read · AI Developer Tooling
Jun 12, 2026
Dev Tool Changelog: Fable 5, Nested Agents, and Bugbot Gets Fast
Claude Code shipped 8 releases with Fable 5 and nested agents. Cursor Bugbot went 3x faster. Zed added agent compaction and Fast mode. Here is what changed.
6 min read · Dev Tool Changelog
Jun 12, 2026
Auto-Browse on Android: When AI Visibility Becomes Transaction
Chrome auto-browse hits Android in late June 2026. Your booking form is the new SERP. Eight failure modes that cost zero human conversion but lose every agent booking.
5 min read · AI Search & SEO
Jun 12, 2026
Three Platforms, 48 Hours, One Shift: AI Agents Move Into the CRM
Close, Salesforce, and Microsoft all shipped AI agents that execute inside the CRM in the same 48-hour window. Here is what the convergence means for sales and customer operations.
4 min read · Voice AI & CRM Automation
Jun 12, 2026
June 11 Was the Day Vertical AI Stopped Being a Feature
EveOS, Bridge, and Abridge each launched full-lifecycle vertical AI platforms on June 11. The point-tool era is ending.
5 min read · Vertical AI Workflows
Jun 12, 2026
Four Governance Layers in 72 Hours: Zscaler, Cisco, Seclore, KPMG
Zscaler, Cisco, Seclore, and KPMG each shipped a different layer of agent governance in the same 72-hour window. Together they sketch a complete AI agent security stack.
7 min read · AI Security & Governance
Jun 11, 2026
Claude Fable 5, JFrog Supply Chain Plugin, Cohere North Mini: 48 Hours That Reshaped AI Dev Tooling
Three major AI dev tooling releases landed in 48 hours: Anthropic Fable 5, JFrog supply chain plugin for Claude Code, and Cohere North Mini Code. Here is what each means for production pipelines.
5 min read · AI Dev Tooling
Jun 11, 2026
Google Ships AI Visibility Reports, Microsoft Builds Search for Agents
Google's new Search Console AI reports and Microsoft's Web IQ grounding API both treat AI discovery as a separate problem from traditional SEO. Here is what changed and what to do about it.
5 min read · AI Search & SEO
Jun 11, 2026
From Conversation to Action: Voice AI's Week of Reckoning
Aircall buys Piper AI, NiCE makes agentic AI native to CX, and Fin ships Voice 2. Three moves in one week betting on the same thesis: voice AI must do more than talk.
5 min read · Voice AI & Customer Support
Jun 11, 2026
Vertical AI Hit $200M ARR This Week While Most Companies Were Still Piloting
EliseAI hit $200M ARR, AppFolio connected agents to Claude, and Cohere Health expanded clinical AI to five functions. Vertical AI stopped piloting and started running.
5 min read · Vertical AI Workflows
Jun 11, 2026
210K Daily Anomalies, 99% Untested, 89% Can't Answer: The Week AI Agent Governance Got Real Data
Codenotary's 210K daily anomalies, Drata's 89% governance gap, and Microsoft's ASSERT framework ship in the same 72 hours, mapping the AI agent governance stack.
6 min read · AI Agent Governance
Jun 10, 2026
Codex, Devin Desktop, Cursor SDK: Agent Platforms Arrive
OpenAI folds Codex into ChatGPT. Devin Desktop ships an open agent protocol. Cursor adds custom tools and nested subagents. The question shifted from which agent to pick
5 min read · Developer Tools & Claude Code
Jun 10, 2026
Three AI Giants Shipped Big in 48 Hours. Here's What Actually Matters.
Apple, Anthropic, and Google all shipped major AI products June 8-9. Siri AI, Claude Fable 5, and NotebookLM upgrades analyzed for business impact.
6 min read · AI Product Launches
Jun 10, 2026
68% Zero-Click, Agents in the OS, and Bookings You Cannot See
Three June 2026 signals converge: 68% zero-click searches, Chrome auto-browse baked into Android, and delegation search. Businesses that are not agent-ready will lose boo
6 min read · AI Search & SEO
Jun 10, 2026
AI Sales Agents Moved Into the CRM This Week
Close embedded an AI agent in its CRM. ZoomInfo became the data layer for every major agent platform. Pega added governance. Same week, same shift.
4 min read · Marketing Automation & CRM
Jun 10, 2026
Vertical AI Stops Reading and Starts Writing Back
Five agentic AI launches in eight days across law, real estate, and healthcare all share one trait: they write back to the system of record instead of just reading from it.
5 min read · Vertical AI Workflows
Jun 10, 2026
The Agentic AI Pilot Trap: Forrester Diagnoses It, Three Startups Fix It
Forrester says 75% of enterprises are stuck in agentic AI pilots. On the same day, lakeFS, Relai, and Jedify launched products targeting the three gaps: data isolation, reliability, and business context.
5 min read · AI Security & Governance
Jun 9, 2026
The Threat Came From Inside the Agent: 344 Self-Inflicted Disasters
Cyera found 344 agent-caused incidents with no external attacker in 188 cases. BCG says siloed risk teams cannot govern agents. Same week, Miasma evolves to Python.
6 min read · AI Security & Governance
Jun 9, 2026
AI coding agents get metered, governed, and production-ready
Anthropic splits agent billing, VS Code ships air-gapped agents, Dropbox builds an internal agent platform. Three structural changes in one week.
5 min read · AI Developer Tooling
Jun 9, 2026
Bots Pass Humans, ChatGPT Ads Hit UK, Google Adds AI Search Controls
Cloudflare says bots now drive 57.4% of web traffic. Google gave publishers new AI search controls. ChatGPT ads landed in the UK. What this convergence means for how businesses get found.
4 min read · AI Search & SEO
Jun 9, 2026
AI Agents Stopped Being Add-Ons. They Moved Into Your CRM.
Close, Meta, and Salesforce all embedded AI agents inside CRMs and messaging apps on June 3, 2026. Here is what changed and what it means for lead qualification.
4 min read · Voice AI & Customer Support
Jun 9, 2026
AI That Runs the Office, Not Just Helps With It
Elation bought Aster. Lassie raised $35M for back-office AI. Kilpatrick built a legal MCP stack. Same week, same signal: vertical AI moving from copilot to operator.
5 min read · Vertical AI Workflows
Jun 9, 2026
Accountable for AI You Don't Control: Three Reports Say the Same Thing
Three reports from June 8 converge on one problem: enterprise AI governance was built for humans, but agents don't wait for approval. IBM, TechTarget, and CCI quantify the accountability gap, security gap, and compliance multiplier.
6 min read · AI Security & Governance
Jun 8, 2026
Zero-Click Bypass, Miasma Worm, Nine-Second Deletion: Agent Trust Broke This Week
Three incidents in 72 hours expose how agent trust models fail: Microsoft's zero-click HitL bypass, a worm that poisoned 73 repos via AI coding tools, and a production deletion in nine seconds.
6 min read · AI Security & Governance
Jun 8, 2026
Claude Code Gets Fallback Models While the MCP Ecosystem Tackles Context Waste
Claude Code v2.1.166 adds fallback model support. The context-mode MCP server cuts agent context 98%. Self-hosted sandboxes ship for Managed Agents.
4 min read · AI Developer Tooling
Jun 8, 2026
GitHub This Week: Agent Tooling Ate the Trending Page
Ten AI/automation repos dominated GitHub trending this week, from token compression to code knowledge graphs to voice design. Here's what jumped out.
5 min read · Trending Open Source
Jun 8, 2026
Bots Are the Majority. Users Are Delegating. Now What?
Cloudflare says bots are 57.4% of web traffic. 92% of B2B orgs are running GEO programs. Users are outsourcing search decisions to AI. Three data points, one conclusion.
5 min read · AI Search & SEO
Jun 8, 2026
Six Platforms Shipped AI Sales Agents in Five Days
Salesforce, Meta, Close, Outreach, Pipedrive, and Zoom all released AI agents between June 2-8 that call leads, qualify prospects, and book meetings natively inside CRM.
6 min read · Marketing Automation & CRM
Jun 8, 2026
Vertical AI Outgrew Intake: Three Companies That Proved It
HomeLight's AI escrow agent, Enzo Health's agentic EHR, and Legora's Cadastral acquisition show vertical AI moving from intake automation to full lifecycle workflows.
5 min read · Vertical AI Workflows
Jun 7, 2026
One GitHub Issue Could Have Compromised Every Claude Code Repo
Three independent disclosures in the same week expose the same problem: AI agents running in CI/CD pipelines trust everything they read, and attackers can hijack them thr
5 min read · AI Developer Tooling
Jun 7, 2026
Google's AI Search Opt-Out Arrives Without the Numbers to Use It
Google shipped a publisher opt-out for AI search and new GSC reports. But the click data publishers need to decide whether to stay is missing. Three moves this week show why the gap matters.
7 min read · AI Search & SEO
Jun 7, 2026
Voice AI Moves Past Answering the Phone
Aircall acquires Piper AI, AethexAI raises $3M for Africa and Middle East voice AI, and Zendesk ships regional voice configuration all in one week.
5 min read · Voice AI & Customer Support
Jun 7, 2026
AI stopped helping and started working this week
Legal, healthcare, and real estate AI platforms all crossed the same line in one week: from assisting humans to executing workflows autonomously.
4 min read · Vertical AI Workflows
Jun 6, 2026
Five coding agent platforms shipped in five days: SDKs, security, GPUs, and a new model
GitHub Copilot SDK GA, OpenAI Codex goes cross-role, Google Colab CLI for agents, Microsoft MAI-Code-1-Flash, and Salt Code security enforcement all landed between June 1-5.
6 min read · Dev Tool Changelog
Jun 6, 2026
Chrome Will Route Searches to AI Mode. Clicks Are Already Optional.
Google tested a Chrome flag that sends all searches to AI Mode. Search Console reports omit click data. The UK forced a publisher opt-out. Three days, one trajectory.
6 min read · AI Search & SEO
Jun 6, 2026
Voice AI Goes Regional: Four Regions Build Their Own Stacks in One Week
Four voice AI deals in four days across Africa, UAE, India, and South Korea reveal a pattern: regional companies are building their own stacks because Western platforms can't handle their dialects, latency, or cost structures.
7 min read · Voice AI & Intake
May 8, 2026
Ship simple intake before adding AI
The most common mistake at the start of an AI project: shipping the model before fixing the intake. Here's the order that works.
4 min read · AI Intake
May 5, 2026
AI inquiry forms vs. static forms: a practical comparison for service businesses
When does an AI-adaptive form actually outperform a thoughtful static form? A field-tested framework, three case patterns, and the honest trade-offs.
5 min read · AI Intake
May 2, 2026
The data foundation no one talks about (and why your AI fails without it)
Most failed AI projects fail at the data layer — not the model. A practical guide to the unsexy work that makes everything downstream possible.
6 min read · Data Foundation
Apr 28, 2026
Build vs. buy: when to add AI to your website (and when to wait)
A decision framework for service businesses considering AI on their site. Five questions, three patterns, and the honest 'wait six months' answer.
6 min read · Strategy
Get one email when something good ships.
No daily digests. We email when there's a new long-form post or a product launch — usually once or twice a month.