“In the demo, the presenter scaled a load generator from 1 to 6 replicas—triggering a Grafana latency alert in Slack—after which the OpenClaw agent recommended scaling the order service to 3 replicas and changing the PostgreSQL connection pooler mode from "session" to "transaction".”

▶️ AI Dev 26 x SF | Luke Kim: The Agent Data Stack—Why Every AI Agent Needs Its Own Data Stack Deeplearning.ai Luke Kim demonstrates how Spice AI’s open-source agent data stack integrates with OpenClaw to federate SQL across Parquet, Iceberg, Snowflake, MySQL, MongoDB, and Elasticsearch and deliver local acceleration via DuckDB/SQLite (backed by Vortex) so an AI agent can diagnose and resolve a simulated production incident in real time. Spice AI replicates working sets from heterogeneous stores into embedded databases (DuckDB or SQLite) accelerated by a custom Vortex engine, exposing them as a unified SQL endpoint and OpenAI-compatible API. In the demo, the presenter scaled a load generator from 1 to 6 replicas—triggering a Grafana latency alert in Slack—after which the OpenClaw agent recommended scaling the order service to 3 replicas and changing the PostgreSQL connection pooler mode from "session" to "transaction". After applying the agent’s recommendations, Grafana metrics showed order service latency and error rates drop back to baseline and request throughput increase, all without granting the agent direct access to backend systems. #4 ▶️ AI Dev 26 x SF | João Moura: Building Recurring, Governed, and Embedded Enterprise Workflows Deeplearning.ai CrewAI built 'Iris', an autonomous Slack-based coding agent that maintains its own memory, writes new skills and flows, and this week altered nearly 50% of all pull requests at the company. Iris answered a designer request by extracting 130 hard-coded color values from the CrewAI application for integration into the design system. Iris self-generates updates by writing its own skills and flows, leading to it altering almost half of the company’s pull requests in a single week. CrewAI published a library of reusable agent skills at skills.creai.com, including a "decide" skill that encodes and surfaces company decision-making processes within engineers’ terminals.

“Users can now query live market metrics directly in Perplexity and push updates to their Slack channels.”

𝕏 Aravind Srinivas unveiled an alpha of Perplexity Computer that bundles real-time OHLCV data from stock exchanges with built-in Slack integration. Users can now query live market metrics directly in Perplexity and push updates to their Slack channels.

“#16 𝕏 Cursor uses @Cursor mentions in Slack to kick off tasks and stream live updates, leveraging context from threads and channels.”

#16 𝕏 Cursor uses @Cursor mentions in Slack to kick off tasks and stream live updates, leveraging context from threads and channels. It auto-generates pull requests ready for you to review and ship.

“Initial setup takes under two minutes: supply your phone number and connect your Google account, after which Lindy ingests email, calendar, Slack and Google Drive into its memory.”

#18 ▶️ How I use iMessage and AI to run my life Greg Isenberg Demonstrates the two-minute setup and daily use of Lindy Assistant, an AI executive assistant in iMessage that proactively triages emails, manages calendar events, and conducts research by ingesting your inbox, calendar, Slack, and Google Drive for $49/month.

“Aravind Srinivas says Slack will become the enterprise AI interface and Perplexity Computer slots in naturally.”

#22 𝕏 Aravind Srinivas says Slack will become the enterprise AI interface and Perplexity Computer slots in naturally. He predicts future multi-billion- and trillion-dollar Slack-based companies will delegate more tasks to AI than to humans.

“#22 in Greg Isenberg urges PMs to rebuild every SaaS tool—Notion, Slack, Stripe, etc.—as agent-native (payments, communication, memory) because the coming machine-to-machine economy will feature billions of software agents as customers.”

#21 in Marc Baselga notes product leaders now see lack of Claude Code access to repos as a red flag when choosing a company. Connecting Claude Code lets PMs get instant, structured answers to deep code queries instead of lengthy engineer discussions. #22 in Greg Isenberg urges PMs to rebuild every SaaS tool—Notion, Slack, Stripe, etc.—as agent-native (payments, communication, memory) because the coming machine-to-machine economy will feature billions of software agents as customers.

“in Peter Yang showcases Carl’s terminal-based Claude Code integration that automates Google Workspace meeting prep, Linear ticket creation, Slack status updates and Reddit monitoring.”

#3 in Peter Yang showcases Carl’s terminal-based Claude Code integration that automates Google Workspace meeting prep, Linear ticket creation, Slack status updates and Reddit monitoring. He also built a daily-standup skill that combines all four apps into a single morning briefing.

“Claude launched a Slack connector on Pro and Max plans with features to search workspace channels, prep for meetings, and send messages directly within Claude.”

#1 𝕏 Anthropic launched a direct Xcode integration of the Claude Agent SDK, unlocking full Claude Code functionality for building apps on iPhone, Mac, and Apple Vision Pro. #2 𝕏 Claude launched a Slack connector on Pro and Max plans with features to search workspace channels, prep for meetings, and send messages directly within Claude. #4 📝 Anthropic Engineering Designing AI-resistant technical evaluations - This article discusses insights gained from three iterations of a performance engineering take-home that Claude keeps beating.