Blogsby GlyphHow to use customer feedback to build a product roadmap
Learn how to transform user feedback into a strategic product roadmap by focusing on core pain points instead of just feature requests.
Tue Jun 3031 posts
Your Database Goes Down. What Does That Cost Your Business?
Over 90% of mid-size and large enterprises report that a single hour of downtime costs more than $300,000. And yet, for most organisations running Postgres at scale, high availability has been treated as an infrastructure checkbox...
The AI Trust Layer: Command-Center Architecture for Enterprise-Grade Models and Agents
An AI trust layer is the architectural layer that sits between your AI systems and your business, enforcing context and control at runtime so every model and agent operates on data you trust, within limits you set.
Braintrust's Ankur Goyal: Code review doesn't cover prompts
Zero-Shot Learning is a podcast about how AI gets built, secured, and deployed. Hosted by Nancy Wang, 1Password CTO, and Dev Tagare, Senior Director of Engineering at Google, it’s a builder’s view of the architecture and the decisions it...
How to Automate Web Tasks Using Browser Automation
Step-by-step guide to automating web tasks with LLM-guided browser agents: setup, task execution, retry handling, screenshot verification, and Novita AI integration.
voyage-context-4: stop worrying about chunking with our best-performing model
TL;DR – voyage-context-4 is our next-generation contextualized chunk embedding model – it produces chunk embeddings that capture the full document context without any manual metadata or context augmentation, so you can stop thinking about...
How Redpanda Cloud Topics rethinks Kafka compaction
Compaction can overwhelm poorly sized Kafka clusters, leading to full disks and maxed-out CPUs. Learn how Redpanda's Cloud Topics architecture redesigns compaction to cut redundant work, reduce cloud storage costs, and preserve the Kafka...
Enforce ISO 27001 Across Your AWS Infrastructure
ISO/IEC 27001 is the international standard for information security management. Proving you meet it usually means months of mapping abstract security controls to concrete cloud configuration, then authoring custom checks one resource at a...
+2more from Pulumi Blog that day
How One Founder Builds a Live Sports Platform with Prisma
How Xeito uses Prisma ORM and Prisma Postgres to ship live scoring, leagues, payments, and player workflows without a database team.
I ported Kubernetes to the browser
Almost 100,000 lines of LLM-generated code in 2 months, and none of it is slop.
Anthropic integration with Modal brings scalable compute to Claude Science
Announcing our integration with Claude Science, bringing Modal's elastic compute to researchers when they need it.
It's Never Been Easier to Move Data
Estuary provides agent skills. Are these skills sufficient for an AI agent to set up real-time replication? I decided to find out.
Creative Dagster Projects from the Community
From public dataset explorers to infrastructure monitoring and research automation, the Dagster community is building projects we never could have predicted. Here are a few creative community-built use cases that caught our attention.
Cost Attribution in Discord’s API
Discord's API spans 1700+ endpoints across hundreds of Kubernetes deployments. The challenge: tracking per-feature hosting costs without restructuring. Jim Benton helps explain how Discord tackled the situation.
+1more from Discord Blog that day
Building Observable Access Control at Scale: A Rule Engine Approach to JITA
The Problem At HubSpot, we have a fundamental tension built into our culture: we want to help customers succeed, which often means giving employees access to customer portals: Engineers to fix bugs, sales engineers assisting with account...
Unity IAP SDK with Direct-to-Consumer (D2C) commerce
Unity IAP SDK 5.4 now supports direct-to-consumer (D2C) payments and a free, no-code webshop in the Unity Dashboard, sell directly to players with Stripe and Coda.
The Path Forward: A leader’s guide to agentic transformation
Discover insights from the UiPath Path Forward podcast on enterprise AI, business orchestration, automation, and the strategies leaders use to turn AI into business impact.
Timers, Timeouts, and the Art of Waiting in Temporal
Timers and timeouts look similar in Temporal but solve different problems. Learn how each one works and how to choose the right tool for durable waiting.
+1more from Temporal Blog that day
DeepSeek V4 Is Earning Agentic Token Share
DeepSeek doubled its token share on OpenRouter in six months. V4 Flash is the model that made it happen, and agentic workloads are driving the surge.
Why groundcover Agent Mode Needs eBPF to See Everything
Learn why groundcover's Agent Mode relies on eBPF for complete visibility. See how connectors provide richer telemetry and more accurate AI investigations.
Claude Sonnet 5 review: Coding, code review, and cost
Compare Claude Sonnet 5 with Sonnet 4.6 and flagship models using hands-on coding work, CodeRabbit review results, and practical cost trade-offs.
Claude Code vs Codex: which is best?
A six-run benchmark of Claude Code and Codex building the same app on Convex, Supabase, and Firebase, comparing functional correctness, security, code quality, and cost.
The definitive guide to behavioral cohorting
Behavioral cohorting allows you to define a group of users based on their actions, save that group for further analysis, and better understand user behavior.
Agentic Coding on Supabase with OpenCode
OpenCode integrates with Supabase. Connect your agent to your database, Edge Functions, and logs. MCP setup is configured automatically.
A Quadrillion Rows across three Clouds: scaling LogHouse
We scaled our internal logging platform from 19 PiB to 431 PiB and 1.59 quadrillion rows. Here’s how we rearchitected LogHouse to handle 80 GiB/s of writes while keeping queries fast and the underlying complexity invisible.
Together AI at ICML 2026: frontier research across the full stack
Nine papers at ICML 2026 across the full stack. The research that becomes the Together platform. Find us at booth B714 in Seoul.
Featuring Every Eval Ever Results on Hugging Face Model Pages
+2more from Hugging Face Blog that day
Introducing TabFM: A zero-shot foundation model for tabular data
+1more from Google Research Blog that day
Inside Genebench-Pro
+3more from OpenAI News that day
Mon Jun 2926 posts
AI model and agent monitoring: Metrics, drift detection, and runtime alerting in production
AI model monitoring is the continuous tracking of an AI system's performance, inputs and behavior in production, so teams catch degradation, drift and failure before they reach users.
+4more from Collibra Blog that day
- AI Metadata Management: The Context Layer That Makes Models and Agents Trustworthy
- AI assurance platforms: Definition, capabilities, and how they manage AI risk
- Agentic AI Governance: A Control-Plane Framework for Governing Autonomous AI Agents at Runtime
- The semantic layer for AI: Why LLMs and agents need business context to be trustworthy
Scaling security reviews at 1Password: Building an AI-powered pipeline
The engineers here at 1Password are always working to improve our products. With all the active development to introduce features, fix bugs, and enhance the overall user experience, numerous code changes go into every release.
How to Use Kimi K2.7 Code in Claude Code via Novita AI
Configure Kimi K2.7 Code in Claude Code via Novita AI's Anthropic endpoint. API key setup, model string, cost comparison, and coding workflow tips.
Micro-Agent: Beat Frontier Models with Collaboration inside Model API
How vLLM Semantic Router turns vllm-sr/auto into a bounded micro-agent runtime for Confidence, Ratings, ReMoM, Fusion, Workflows, and benchmark-shaped collaboration.
Snyk VulnBench JS 1.0: Can LLMs Find the Same Bugs Twice?
Snyk VulnBench JS 1.0: 300 repeated scans show LLM security findings vary by run, while SAST and models catch different vulnerability gaps.
Next.js already traces your requests. Here's how to export them with OpenTelemetry
Next.js creates OpenTelemetry traces automatically. Learn how to export them to Sentry or any OTLP backend with @vercel/otel.
Why we rebuilt our data warehouse on DuckDB over ClickHouse
PostHog's original data warehouse had a single goal: delay the moment a company needs to hire their first data engineer. It did that job for a 2…
How Checkr built a data foundation for AI with structured context
Checkr unified its BI + AI workflows with Omni’s semantic layer, giving both humans and AI the context and guardrails to scale self-service.
The operational reality of marketing inside an AI company
By Tina Sang, Marketing & Growth Lead at fal I spent last week at Cannes Lions International Festival of Creativity, where nearly every conversation eventually landed on AI. Usually the same questions came up: Will AI replace creatives?
You built an app. Now help the world’s best mobile teams build theirs
We are looking for someone with an unusual combination of skills: someone who builds & ships apps but is also interested in the business & talking to customers.
Postgres CDC for AI Agents: Keeping Agentic Workflows Grounded in Real-Time Data
Postgres CDC grounds AI agents in fresh, trustworthy business data by continuously streaming database changes, reducing stale context, protecting production Postgres, and making agentic workflows safer, more observable, and more reliable.
Meet the artists behind Figma’s Season 5 collection
Figma's Season 5 merch is full of surprises, smiling cubes, a tomato with arms, wooden shapes painted in gouache. We asked the eight artists behind the collection how they work, what inspires them, and what they created.
+1more from Figma Blog that day
DiScoFormer: One transformer for density and score, across distributions
DiScoFormer is a transformer-based density and score estimator that can infer both quantities from a finite sample in one forward pass, generalizing classical KDE while staying accurate in high-dimensional and out-of-distribution settings...
Coding agents didn't kill low code. They made it matter more
Coding agents are making software creation easier than ever. The surprise? Low code matters more now because enterprise AI still needs visibility, governance, and control.
Perspectives on Test: Power for AI & Data Center
As AI continues to drive unprecedented power demands across data centers, the need for rigorous semiconductor testing has never been more critical.
Smart model routing is the key to AI governance (not just token savings)
Routing inference requests to different LLMs via a smart SLM gateway can cut token costs but also enable granular control for governance reasons.
Reddit Launches “People Are The Best,” a New Campaign Celebrating Human Connection
Today, Reddit launched “People Are The Best,” a new brand campaign celebrating the undeniable magic of raw, unfiltered human connection.
Faster Gemma 4 on MLX with multi-token prediction
Gemma 4 is now significantly faster in Ollama 0.31 on Apple Silicon via multi-token prediction (MTP), powered by MLX. Performance is now up to 90% faster when used with coding agents, as measured using the Aider polyglot benchmark.
How Kimball Midwest Improved Warehouse Putaway Productivity by 100%+ with Locus Robotics
See how Kimball Midwest improved warehouse putaway productivity by 100%+, increased flexibility, and supported growth while maintaining 99.9% same-day shipping.
Why Context Matters in Observability
Learn why context is essential for effective observability. See how richer telemetry helps teams investigate incidents and resolve issues faster.
+2more from Groundcover Blog that day
Putting a number on AI quality
The Economist used Amplitude Agent Analytics to move from sampled reviews to measurable AI quality, reaching 96.9% task success and cutting failures by 84%.
Agents hate friction: early thoughts on building for agents
We've had decades to learn what it means to design software and hardware for humans. How do we build experiences where the primary user may now be an LLM?
+1more from ClickHouse Blog that day
Leveraging PyFixest for High-Cardinality Marketplace Modeling at Instacart
Benjamin S. Knight Scaling Marketplace experiments requires specialized statistical techniques. We examine why standard ordinary least squares regression (OLS) becomes computationally intractable when controlling for high-cardinality...
GenPage: Towards End-to-End Generative Homepage Construction at Netflix
Authors: Lequn Wang, J iangwei Pan, and Linas Baltrunas Introduction The Netflix homepage is the first thing users see when they open the app and the primary way they discover content to enjoy.
Mapping Europe’s AI Workforce Opportunity
A new OpenAI report maps how AI could reshape jobs across the EU, highlighting which occupations may face automation, growth, or workflow changes.
Sun Jun 283 posts
How to Safely Allow Package Installs in AI Agent Sandboxes
A practical security guide for teams enabling AI agents to install packages in sandboxes: allowlists, version pinning, registry mirrors, egress controls, and audit logging.
+1more from Novita that day
Agentic Development and Observability: A Practical Guide
Learn how AI agents and groundcover detect SLO breaches, diagnose root causes, automate incident tickets, and suggest fixes using MCP.
HP Inc. launches Frontier strategic partnership with OpenAI
HP Inc. scales its OpenAI Frontier partnership to deploy AI across customer experiences, software development, and enterprise operations.