Blogsby GlyphThe AI application your team can actually stand behind
The demo looked great. Stakeholders were impressed. Then someone asked the chatbot a real question, and it gave a confident, wrong answer.
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Mon Sep 2147 posts
MLOps solutions for production machine learning
Learn how MLOps solutions support experiment tracking, model serving, monitoring, feature management, governance, and production rollouts.
How we deployed post-quantum TLS without any code changes
In March, we announced our first major post-quantum milestone. Customers using a compatible browser could negotiate X25519MLKEM768 when connecting to the 1Password web app.
Redis Arrays on Upstash: How They Differ from Lists
Upstash Redis now supports the Array type from Redis 8.8. Here is why it was needed, how it differs from lists, the new use cases it unlocks, and when to use each one.
PD Serving of Qwen3.8-2.4T
How vLLM reaches 5K throughput and 180 interactivity on Qwen3.8-2.4T with GB300 NVL72 PD serving and how to reproduce results yourself.
Building Sentry's Laravel AI Integration
How we built zero-config Agent Tracing for Laravel AI, from AI code review to matching LLM calls with HTTP requests.
Reuse builds across multiple services
Build a commit once and deploy the same immutable artifact across multiple Render services and environments. Join the Build Reuse Private Beta to reduce redundant build time, cost, and environment drift.
How Lucy Built a Source-of-Truth Retrieval Layer for 2.8M+ SEC and DART Filings with Qdrant
Lucy builds data infrastructure for financial AI. The company turns large-scale regulatory filings from the U.S. Securities and Exchange Commission (SEC) EDGAR system and Korea’s DART disclosure system into structured data that AI systems...
10 tips to improve your coding agent game
In May I told you to trim the root instruction file until it fits on one screen. I also said anything that needs a hard guarantee belongs in a hook. In June I argued that the model that wrote the code shouldn’t be the one grading it.
Prompt Testing Frameworks for Production AI Workflows
Still guessing if your prompts work? Learn how to build a systematic prompt testing framework that catches regressions before they reach production.
Why Data Integration Breaks Across Analytics Environments
Swap out your ETL tool, and six months later you can end up staring…
AI coding has made CI a bottleneck, so we reworked ours to keep up
We cut PR wait time and running costs by rethinking CI as a system, from the infrastructure underneath it to how work gets scheduled and tests get parallelized.
Can Jev Be a Better Agent Evaluator?
We tested using Jev-as-a-Judge against LLM judges on accuracy, repeatability, latency, and cost to see whether System One models could offer a new approach to agent evaluation.
Does CDC Slow Down a Production Database? The Real Cost of Log-Based CDC
See where PostgreSQL CDC adds overhead, from WAL and logical decoding to replication slots, vacuum pressure, and production query performance.
+1more from Estuary Blog that day
How Atlassian built a scalable synthetic data engine
Term Meaning Product An application whose data we generate eg. Jira, Confluence etc. Entity Product level business object/data type (eg. user, space, work item, comment, page).
+1more from Atlassian: How We Build that day
Source material: Graphic designer Aitana Picó wants us to appreciate bad trends
The multidisciplinary designer and artist shares what’s in her “mental database”: an off-putting tarot deck, a Jockstrap CD, and a recurring dream about aerial silks.
Vertiv Coolant Distribution Unit qualified as NVIDIA DSX ready for AI factory infrastructure
Vertiv (NYSE: VRT), a global leader in critical digital infrastructure, today announced the 2.3 MW Vertiv CoolChip coolant distribution unit (CDU) model has qualified as a NVIDIA DSX Ready CDU.
Grok 4.7 now available on AI Gateway, fx, and eve
Grok 4.7 from SpaceXAI is now available on AI Gateway and 40% off through September 27. The discount applies automatically when you call.
Varonis Named a Pace Setter in the September 2026 Gartner® Emerging Market Quadrant for AI Application Security
Varonis is proud to be named Pace Setter in the Gartner® Emerging Market Quadrant for AI Application Security, recognized for our approach to securing AI applications across the entire development and deployment lifecycle.
Automating Twilio Auth Token Detection and Rotation with TruffleHog, Tines, and Slack
Automate Twilio auth token detection and rotation with TruffleHog, Tines, and Slack to quickly secure exposed credentials.
+2more from Twilio Blog that day
Run durable AI agents on Amazon Bedrock AgentCore with Temporal Serverless Workers
Learn how Temporal Serverless Workers and Amazon Bedrock AgentCore combine Durable Execution with elastic compute for scalable, production-ready AI agents.
+1more from Temporal Blog that day
Context Engineering for Redshift
Context matters. Two AI agents can query the same Redshift table and return different revenue …
The control plane for hybrid AI infrastructure (part 2)
Tenry Fu on what a control plane for hybrid AI infrastructure does, why placement, economics and control are the themes that endure, and how to build a hybrid AI strategy.
+1more from Spectro Cloud Blog that day
Tax Withholding: Definition, Types and Rates
Tax withholding is the money an employer takes out of an employee’s paycheck and sends to the government as prepayment for income taxes.
+1more from Paycom Payroll & HR Blog that day
What Is Jev? TypeSafe's Decision Model Explained for Developers
Jev reads text and returns typed answers with probabilities instead of prose. Here's what that means, three live API calls, how to read the numbers, and how to call it with an OpenRouter key.
+2more from OpenRouter Blog that day
From structures to dynamics: scaling AI for molecular dynamics in drug discovery
Why molecular dynamics matters for drug discovery Molecular dynamics (MD) is an important tool in modern drug discovery. While structure prediction and molecular docking can show how a potential drug might fit into a protein, they provide...
IonQ | Innovating, Manufacturing, and Scaling: Highlights from IonQ Investor Day 2026
At our 2026 Investor Day at the New York Stock Exchange last Tuesday, IonQ demonstrated how it is accelerating into the fault-tolerant era as a fully integrated, full-stack quantum leader.
AI Feeling Out of Control? Govern, Protect, and Control Every Request with Fastly
Scale your AI securely. Fastly for AI gives enterprise leaders complete visibility into model usage, real-time cost controls, and edge-based threat protection
Non-disruptive DR Drills for Oracle Databases Using Everpure ActiveDR, Part 1 of 4
Non-disruptive DR Drills for Oracle Databases Using Pure Storage ActiveDR, Part 1 of 4 by Everpure Blog Remove the cost, complexity, and risk from Oracle DR drills.
No Attacker Required: What a Two-Day Hackathon Taught Us About Agent Security
In this article Nineteen Check Point AI Security R&D teams spent two days on one prompt: build the demo customers would ask to see twice.
Arm joins EuroCDP to accelerate Europe’s next generation of innovators
Expanding access to Arm technology, tools and ecosystem support for European startups, SMEs and research teams developing custom silicon.
What to Do When Your Competitors Are Scraping Your Prices
+1more from Akamai Blog that day
Blocking cutovers to save replication slots
Postgres understands high-availability architecture, but its defaults assume you don't have replication slots. This can get you into trouble in a cutover event.
Agentic workflows in Elasticsearch: pause an AI agent for human approval, resume 72 hours later
Build AI agent orchestration where the workflow waits for a human approval and then executes the fix on its own, with nothing extra to provision and the whole decision trail queryable in Elasticsearch.
Grafana Alerting: Scale alert routing without scaling complexity using multiple notification policies
Alert routing often starts simple. A team creates a few contact points, adds some label matchers, and builds a notification policy tree that sends each alert to the right destination. But alerting configurations rarely stay simple.
Introducing prompt_jev(): bringing Jev to Motherduck SQL
Classify text in SQL with prompt_jev(), powered by TypeSafe's Jev. 100,000 rows labeled in 40 seconds for $0.50 at frontier-LLM accuracy. Live on paid plans.
+1more from MotherDuck Blog that day
Postgres on NVMe: performance and the convergence of transactions and analytics
See how local NVMe transforms Postgres transaction performance, and why ClickHouse remains essential for fast analytics as workloads scale.
Introducing our new Dropbox API documentation
Learn about the newly launched version of the Dropbox API documentation and its modern design and features.
Turn Your Latest Observations Into Timely Weather Decisions With NVIDIA Earth-2
Weather-sensitive industries increasingly have access to observations that offer an earlier, more local view of changing conditions. Energy companies collect...
Helix: The internal tool powering our Shopify app's native migration
We built Helix to help LLMs rebuild the Shopify app in Swift and Kotlin, using small checkpoints and strict quality gates to keep the code shippable.
tokenizers v1: encode, decode and scaling, measured
+1more from Hugging Face Blog that day
Improving synthesis prediction of small molecules at scale with RetroChimera
Custom-made molecules are advancing medicine, materials, and agriculture, but producing them is slow and expensive. A new Nature paper highlights RetroChimera, a predictive model that helps accelerate chemical synthesis, helping...
Reducing medical claims review time with AI on AWS: The EXL Medical IDP solution
EXL built an AI-powered Medical intelligent document processing (IDP) solution on AWS, combining IDP with domain-specific large language models on Amazon SageMaker and Amazon Bedrock to extract, summarize, and query medical records at...
Inside Petal: Building the World’s First Petabit-Class Transoceanic Subsea Cable
Petal, the next step in Meta’s subsea innovation, will be the first subsea cable to deliver petabit capacity at transoceanic distances, connecting France and the United States over approximately 7,000 km (4,300 mi).
+1more from Engineering at Meta that day
Python Workers are now generally available
Python Workers allow developers to run Python web frameworks and AI orchestration libraries natively in the Cloudflare Workers runtime.
Building a Marketing Content Supply Chain Flywheel with WRITER & Snowflake
Turning data into compliant, multi-channel campaigns Authors: Randy Pettus, Principal Partner Solution Engineer, Snowflake; Greta Xiong, Senior Solutions Architect, WRITER Marketers often face the challenge of using data to its full...
V7 cuts costs 78% while boosting accuracy with GPT-5.6 Luna
Using GPT-5.6, V7 turns scattered company files into context agents can use to complete complex, source-linked work.