Observability has a data problem. AI is about to make it worse.
Observability is entering a new phase now that OpenTelemetry has standardized instrumentation for data collection. Unfortunately, the observability…
Последние новости
⚑ Сообщить о проблемеTech news from the best sources
Все темы
AI
Gear
News
Tech
agents
ai
api
architecture
automation
beginners
career
database
devchallenge
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
testing
tutorial
typescript
webdev
Tokenmaxxing is out. How to minimize AI spend without sacrificing security capability.
Security teams are discovering that the most capable AI models cost too much to run on routine, high-volume work, and The post Tokenmaxxing is out.…
Why real-time AI at scale is so hard
Real-time AI at scale is harder than it looks. Pipelines that hum along in development routinely hit problems in production. The post Why real-time…
Google’s AI coding agent just escaped its own IDE
When Google launched Antigravity in November 2025, it was on the premise that developers could hand an entire coding task The post Google’s AI…
Claude can now delete your production voice agent from a chat window
Developers can now ask Claude to inspect a production voice agent, revise its system prompt, change the voice entirely, or The post Claude can now d…
Meta stopped worrying about distillation and just shipped the pipeline
Meta released Muse Glimmer on Monday, a 30-billion-parameter open-weight model distilled from Muse Spark and licensed under Apache 2.0. The The post…
The “AI kill switch” assumes you know what you are trying to shut down
“AI kill switch” entered the public conversation because it gives people a simple way to talk about a complex fear.  The post The “…
The blank-check AI coding era is dead. Here’s what comes next.
Microsoft spent the first phase of the AI coding boom pushing its engineers to use the tools. Now it wants The post The blank-check AI coding era is…
Claude, Gemini, and GPT-5 can handle every SDLC task. Almost none of them should.
For the past two years, most of the conversations about AI and software development have centered on security: How do The post Claude, Gemini, and G…
What Claude’s real-world breaches reveal about AI safety tests
This week, just days after OpenAI announced that two of its advanced AI models had interacted with real-world systems during The post What Claude’s…
Temporal 5x’d AI spend and doubled revenue. CEO Samar Abbas says he can’t prove they’re connected.
For the final two weeks of the year, Temporal clears its calendars. The company calls it a reading period: no The post Temporal 5x’d AI spend and do…
Nscale just bought Anyscale. Here’s why it matters for multi-cloud neutrality.
Cloud platform company Nscale announced this week a definitive agreement to acquire AI workload scaling specialist Anyscale, in a move The post Nsca…
Why your company should (try to) build its own AI SRE
Companies ship more code today than ever, thanks to agentic coding tools. For product teams, this accelerated pace of development The post Why your…
OpenAI fixed GPT-5.6 Sol’s most frustrating flaw: Burning limits while it waits
OpenAI introduced GPT-5.6 Sol earlier this month as a model built for more demanding coding tasks. But it didn’t take The post OpenAI fixed GP…
Dynatrace’s new agents can reveal the single hardest part of AI operations
Observability platform company Dynatrace announced a set of advancements to its Dynatrace Intelligence service on Monday that aim to take The post D…
5 ways SRE AI agents are set to augment human capabilities
In digital operations management, AI agents give organizations a competitive edge by reducing incident volume and accelerating recovery. The potenti…
5 steps to build great service architecture and operational resilience
When operations teams get an alert, three questions need to be answered before any action can take place:  Without a The post 5 steps to build…
Test data wait times are slowing AI adoption more than code ever did
We removed friction from code delivery and exposed a bigger one: test data delays. For years, the software delivery conversation The post Test data…
Agents keep changing their answers. Harness just built delivery pipelines that don’t care.
Software delivery lifecycle company (SDLC) Harness wants to put agents through the same pipelines and controls that all application code The post Ag…
AI didn’t replace our security team — it multiplied it.
For years, the assumption in security has been straightforward: mature detection and response programs require a Security Operations Center (SOC). T…
AWS will now watch Microsoft’s cloud for you
On Tuesday, AWS announced an expansion to Security Hub, its security operations service, to also monitor Microsoft Azure resources, in addition…
What makes CIOs trust an AI agent? Thira bets it’s not the model.
Sunny Gupta spent a decade and a half building Apptio into the system of record for enterprise technology spend. His The post What makes CIOs trust…
What an ex-NSA red teamer wants every SOC to stop doing
Security teams have spent years trying to see more. More endpoints, more cloud services, more identities, more telemetry. For the The post What an e…
APIs aren’t dead. Here’s where MCP fits alongside them.
The allure of emerging technology is undeniable, but adopting it rarely means completely ripping out what already works. Instead, new The post APIs…
Enterprise AI benchmarks are broken
Every enterprise software vendor claims its AI agent is production-ready, but how to measure it remains up in the air. The The post Enterprise…
Agentic AI in observability: accelerating root cause analysis
The growing development, promise, and use of generative AI and agentic AI continue to drive dramatic change in the IT The post Agentic AI in observa…
OpenAI’s own safety card says GPT-5.6 has a lying problem
OpenAI’s confirmation late Tuesday that GPT-5.6 Sol, Terra, and Luna will launch publicly on Thursday closes one of the more The post OpenAI&#…
Most enterprises will hand root cause analysis to AI agents within two years
For decades, software engineers have been the eyes and ears of enterprises, combing through voluminous logs, observability tools, consoles, browser…
Why most AI projects fail: It’s infrastructure and people
AI trash-talkers love to rip on the technology for failing to produce meaningful business results, often pointing to studies like The post Why most…
Microsoft, AWS and Anthropic are spending billions — and not on better models
On July 2, Judson Althoff, CEO of Microsoft’s commercial business, announced the formation of the Microsoft Frontier Company. The new The post Micro…