Daily Edition · Page 15

THE DAILY INDEX

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HOW TO BUILD A CONTEXT-RICH SOFTWARE FACTORY WITH WARP FACTORIES + SENTRY

Warp's new cloud software factories provide a versioned, measurable way to hand off more mission-critical work to agents. By integrating Sentry, you can setup an automated debugging workflow with your full context, capture agent metrics for evals, and verify signed deliveries. In this workshop [5], Sergiy Dybskiy of Sentry and Ben Homes of Warp lay out: * What Warp factories are and how they can be used to debug issues with Sentry * How Warp is using Sentry internally [6] for some of their own factories * Best practices for using Warp and Sentry together

CLICKHOUSE VS DATABRICKS: 752× BETTER REAL-TIME PERFORMANCE PER DOLLAR

Real-time analytics needs fresh data and fast queries. In our CostBench workload, ClickHouse Cloud delivered 752× better end-to-end performance per dollar than Databricks Serverless SQL while ingesting 113.2 billion stock quotes. Customers are making the move too. Bullet went from data that was 1–2 hours old to updates in under 5 seconds after switching from Databricks to ClickHouse Cloud.

SEVEN PLACES TO STOP A SUPPLY CHAIN ATTACK, FROM YOUR LOCKFILE TO YOUR CI PIPELINE

Attackers spent the past year hitting npm packages and GitHub Actions. Most of those attacks were preventable with controls available at the time, and are available to you, too. Aikido's checklist [5] pairs each entry point with concrete defenses: * Dependency management, from package age policies to lockfiles and SBOMs * Access controls like phishing-resistant MFA and token scoping * CI/CD hardening, including workflow pinning and prompt injection defense * Permission scoping for MCP servers and AI agents * Container hardening and developer environment lockdown * Monitoring and incident response playbooks Work through the critical items first, before the next attack hits.

TRADE FOR 10 DAYS, WIN A CUSTOM ASTON MARTIN.

The GMGN Global Championship starts October 17, with every onchain trade on GMGN tracked on a public leaderboard. The top six traders head to a live Grand Final in London during Solana Breakpoint, where the champion takes home a custom-built Aston Martin Vantage. Ten daily champions also win 18K white-gold dog tags. Entry is free, and you trade with your own funds (starting capital is capped at $2,000, so skill matters more than size). SIGN UP FREE [5] by October 25 and SEE

CONSUMER MARKETING REPORT: DIRECT MAIL INSIGHTS

Discover what 2,000 consumers say currently earns their attention when it comes to direct mail and other marketing channels. Here's a sneak peek at Lob's new State of Direct Mail: Consumer Insights 2026 Report [4]: > 87% of economically strained consumers DO THIS AFTER RECEIVING DIRECT MAIL > 89% of direct mail conversion is driven BY ONE SURPRISING FACTOR > 82% of consumers do something you MIGHT NOT EXPECT every single day

EFFICIENT SEARCH WITH OLTP

Put the duct tape away. You don't have to tack on a standalone search engine to your database to solve your AI-agent-scale search problem. Lakebase Postgres now has a fast, scalable and serverless built-in search engine. Separating storage from compute means you don't have to keep your entire search index in RAM just to keep queries fast. Compute scales with actual search activity, while your index stays in lower-cost storage. Instead of chaining together multiple APIs for vector search, keyword search and filtering, you can do it all in one SQL query, against the same live operational data.

FIN RESOLVES SENSITIVE CUSTOMER QUERIES WITH FULL CONTROL AND COMPLIANCE

In the world of Financial Services support, the stakes are high and your customers' information is extremely sensitive. Fin is the best-performing AI Agent for Financial Services support, delivering the highest-quality responses in 45+ languages for your customers all around the world. Fin [5] resolves even the most complex queries like fraud claims, transaction disputes, account changes, and more. And companies like Rocket Money, Crypto.com, and Consensys trust Fin to deliver always-on, accurate, secure support. Check out customer testimonials [6]. Learn more about Fin [7], the AI Agent making perfect customer experiences possible.

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