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Why 88% of AI pilots never make it to production
Healthcare AI agents needed patient data. Their logs couldn’t keep any of it.
Want to Steal a Customer From a Competitor? Ask Them What It Would Really Take
Want to steal a customer from your competitor? 99% of sales reps, 95% of CROs, and 99% of CEOs never ask the one question that would get it done. And it’s so, so simple: “What would it take for you to move over to us? What problem could we completely, 100% solve for you, so you’d switch?” That’s the question. Ask it. What Everyone Does Instead What we get instead is some version of “they’re better.” A competitive battlecard. A G2 grid with green checkmarks in your column. A LinkedIn comment that says “DM me and we’ll talk.”
“Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window
Jev sparked a rush of decision models. Subquadratic’s CEO says they’re mostly doing LLMs’ admin -- and wants them tackling bigger jobs.
Cheaper Tokens, Costlier Answers – CloudTweaks
Cheaper Tokens, Costlier Answers The price of an AI token has collapsed. The cost of getting finished work out of AI has not. The two are moving in opposite directions, and the first is hiding the second. A token is a rate card. A completed task, once an AI system plans, calls tools, checks its […] Source
Five Ways Claude Prompt Caching Quietly Breaks On Amazon Bedrock
Prompt caching on Amazon Bedrock can stop working without a single error. I run a platform of Claude agents on Bedrock, and I went through this quarter’s bug
How IT Governance Helps Businesses Manage Cloud and AI Risks
How IT Governance Helps Businesses Manage Cloud While cloud services and AI features can be valuable assets, in many cases, they present serious security concerns, especially if the access rights, responsibilities, and data ownership are not clearly defined. Thus, an organization’s IT governance strategy enables it to formalize control and compliance policies, standardize employee responsibilities, […] Source
66% of billion-dollar companies leave critical bugs unpatched — the part the AI bug-hunting hype leaves out
Chainguard’s new Harness points frontier models like Claude Mythos 5.1 at your code, alongside new tools to isolate coding agents and verify their work.
Versioned metrics: Shipping the first Release Candidate metrics in hostmetrics
OpenTelemetry Collector Contrib v0.160.0 adds the ability to emit release candidate (RC) process semantic conventions metrics to the hostmetrics receiver’s process scraper, the last stage before a stable v1. The System SIG has worked on this for the better part of a year, and we think that the process metrics are in a good shape – but RC exists so the community can prove that. If you collect process metrics, we’d like you to try the new versioned output and tell us what breaks.
Anthropic’s red team ran AI on 15 cheap TV boxes. Then the math got unsettling
Anthropic ran an AI model on 15 cheap Android TV boxes, and its research suggests small open-weight models could soon self-replicate across IoT devices.
Gemini 4 Argon debuts with a unified 1M input/output token limit
Two weeks after a cyber-defenders-only debut, Google’s new flagship hits the Gemini API at $2/$10 per million input/output tokens.
AWS Weekly Roundup: Prime Day 2026 by the numbers, Claude Haiku 5.5, Amazon Nova 2.5 Sonic, and more (October 13, 2026)
Some numbers are hard to picture until you sit with them for a moment. Last week we published the Prime Day 2026 metrics, and the one that stuck with me is 2.3 quadrillion: the daily requests Amazon ElastiCache peaked at during the event. Prime Day ran back in June, so this post always lands as
The agent did the work. The audit log couldn’t say who asked
CloudBolt will show how agents gain access that no one approved.
Workday is using TypeSafe’s Jev to build user interfaces on the fly
Workday’s AI assistant Sana now builds each screen as you type. Rather than have an LLM draw the interface, TypeSafe’s Jev picks from parts Workday already designed.
The X Subscription bundles Cursor with Grok and X Premium. But Claude now costs extra
SpaceXAI’s new plans promise more Grok usage for less, but Cursor users who prefer rival models will pay API rates from the first request.
Announcing AWS Lambda Web Functions
AWS Lambda Web Functions is a serverless compute primitive that runs your HTTP framework natively, delivering fast, consistent responses through multi-concurrent execution and automated global distribution.
“A major overhaul”: OpenCode 2.0 puts its terminal, desktop, and web apps on one shared service
OpenCode 2.0 entered public beta in July. Now, Anomaly explains the architectural overhaul, including a rebuilt API, an embeddable SDK and Code Mode.
GPUs on Kubernetes are bring-your-own-everything, starting with the bill
CPU and memory come with per-pod metrics, rightsizing and cost splits built in. Shared GPUs come with none of it, so platform teams end up rebuilding visibility for the most expensive line on the bill.
Google paid $90,000 for this bug, then waited two months to fix it
An OAuth secret doubled as a signing key on Google’s developer docs servers, enabling remote code execution. Google paid $90K but took two months to patch.
Unpacking the success of Jev and AI decision models
Jev's rapid rise was no accident. The growing complexity of AI agents has created an urgent need for fast, cheap, and flexible decision-making. The post Unpacking the success of Jev and AI decision models first appeared on TechTalks.
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