Blogsby GlyphTool-calling accuracy: Why context is the real AI agent bottleneck
AI agents rarely fail from too many tools. Missing context is the real cost driver, sending agents into token-burning loops instead of fast answers.
44 of 800 posts
Mon Aug 2429 posts
Large Language Model Use Cases for Coding Agents: 8 Practical Patterns
Explore large language models use cases that actually matter in coding-agent systems, from repo search to safe refactors, with context and sandbox best practices.
The TailscaleUp-date
A preview of what we’re building, and what we’ll share at TailscaleUp.
How to Tune Vector Search Without Guessing
Your collection works. Queries return in a few milliseconds, results are mostly right, and product keeps forwarding you the ones that aren’t.
Mind the context gap
Part of my job as a product marketer at PostHog is keeping tabs on what every other company in the data space is talking about. So I read a lot of…
Building a 100x Cheaper Trace Judge with Fireworks
LangChain and Fireworks fine-tuned an open model to mine perceived error signals from production traces, matching frontier model performance at a fraction of the cost.
+1more from LangChain Blog that day
How a global payment processor preserved AWS RAM shares and Lake Formation permissions during an AWS Organizations migration
When AWS accounts move between organizations, organization-bound AWS RAM resource shares break and control-plane access is lost.
Connect v0 apps to Slack, Google, and 100+ other services
Apps and agents built in v0 can now securely connect to more than 100 services, including Slack, Google, Notion, GitHub, and Salesforce, through Vercel Connect. Ask v0 to connect your app to a service.
Six new capabilities are coming to performance testing in UiPath Test Cloud
Explore how six new UiPath Test Cloud capabilities make performance testing easier to start, safer to scale, and simpler for every team to act on.
System-Level Test in the AI Era: Validating Reliability at Scale
As AI moves from a specialized workload into mainstream infrastructure, backend test is undergoing a quiet but decisive shift.
MiniMax M3 Running Fastest on SambaCloud
Frontier Coding, 1M Context, and Native Multimodality. Build Long-Horizon Agents on SambaCloud TL;DR MiniMax M3 runs fastest on SambaCloud, where it is available today for developers building long-horizon, long-context agents.
Agentic AI Needs an Operating Model, Not Just an Application Stack
Learn why scaling agentic AI requires a unified operating model to govern access, optimize model routing, and decouple applications from rapid model churn.
Generate DICOM de-identification pipelines with the Visual NLP DICOM Skill
Generate grounded DICOM de-identification pipelines with the Visual NLP DICOM Skill, supporting metadata, pixel, free-text, PDF, and zero-shot PHI de-identification workflows.
Agent Immunization: A New Model for Building Trusted AI Agents
The riskiest thing agents do all day isn’t writing code; it’s “shopping”. Every minute, they reach out to the internet for a package, a plugin, or an MCP server and consume them with no verification or guarantee of what’s inside.
Patching at Fleet Scale, Twice: How DigitalOcean Closed Januscape and the AMD Safe RET Issue Without Customer Impact
Setting the stakes In early July, security researcher Hyunwoo Kim discovered Januscape (CVE-2026-53359), a flaw in KVM’s handling of nested virtualization that could allow a malicious guest to escape into the host hypervisor.
Modern log management just got simpler: Resilience and self-service upgrades for log ingestion
Logs are where observability gets real, and where it gets messy. Volumes spike without warning. A rule that looked right yesterday can silently drop a critical source after source code changes, or go completely silent if an API token...
+1more from Dynatrace News that day
Closing the Gap Between Detection and Protection with AI-Assisted Custom Rules
+1more from Akamai Blog that day
The history of Postgres sharding
Why has it taken so long to get good Postgres sharding? The last 20 years are the answer.
Enterprise-managed auth for the Supabase MCP server
Enterprise IT admins can now manage access to Supabase in Claude centrally through Okta, scoped to each person's existing permissions.
Ensuring reliable OpenTelemetry ingestion at scale
How ClickHouse Cloud collects 50m events per second through OpenTelemetry
From Prediction to Action: How to Turn AI Outputs Into Decisions
By Ali Nahvi, Akshit Behera, Yvonne Fan, and Melissa Ramey. Your models are accurate. Your pipelines are healthy. Your dashboards are working. And your system is still failing its users.
How NVIDIA Groq 3 LPX Unlocks Ultrafast Interactivity at Long Context on NVIDIA Vera Rubin
NVIDIA Groq 3 LPX is the interactive AI inference accelerator for the NVIDIA Vera Rubin platform. At the core of the platform is NVIDIA Vera Rubin NVL72, the...
+5more from NVIDIA Technical Blog that day
- Solving Agentic AI Fleet Challenges with NVIDIA Vera CPU
- NVIDIA BlueField-4 Powers New Scale-In Network Infrastructure for Agentic AI Factories
- Maximizing AI Factory Performance per Watt with NVIDIA DSX MaxLPS
- NVIDIA Vera Rubin and Blackwell Set a New Standard for Agentic AI Performance per Watt
- Giga-Scale AI and the Ethernet Evolution: How Spectrum-X Ethernet Rewrites the Rules
MTIA 300: Meta’s First Training Chip with Built-in NICs and Communication-Offloading Engines
MTIA 300 is the first of Meta’s family of in-house training and inference accelerators optimized for training ranking and recommendation models.
+1more from Engineering at Meta that day
Your alt text passes automated checks. That doesn’t mean it’s any good
We built a plugin for the GitHub Accessibility Scanner to make sure your alt text is actually accessible. Here's how it works.
The Cloudflare Blog, brought to you by EmDash
We migrated the Cloudflare Blog to EmDash to prove our stack at massive scale. Here is how we stress-tested performance, safely routed production traffic, and redesigned the frontend experience.
Advancing price-performance for developers with GPT‑5.6 in Kiro
GPT‑5.6 is now available in Kiro, helping developers plan, build, review, and test software with better price-performance.