Ioannis Polyzos
@ipolyzos.com
📤 44
📥 250
📝 215
“Context is now a first-class architectural concern.” LLM systems don’t break because of weak models. They break because of weak context design. We’re architecting reasoning pipelines now.
medium.com/@jeremydaly/...
#AIArchitecture
#LLMs
#AgenticAI
#RAG
#SystemDesign
#CloudArchitecture
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Context Is Now a First-Class Architectural Concern
How AI Economics Are Shaped by Design, Not Infrastructure
https://medium.com/@jeremydaly/context-is-now-a-first-class-architectural-concern-955eea1ca7e4
about 1 hour ago
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Gemini 3 Deep Think signals the next phase of LLM evolution: structured, multi-step reasoning over speed. This is about orchestration, planning, and tool-aware intelligence — not just better text prediction.
blog.google/innovation-a...
#Gemini
#AIModels
#LLMs
#GenerativeAI
#GoogleAI
#AIAgents
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Gemini 3 Deep Think: Advancing science, research and engineering
We’re releasing a major upgrade to Gemini 3 Deep Think, our specialized reasoning mode.
https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-deep-think/
about 6 hours ago
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As AI workloads explode, datacenter power distribution becomes the real constraint. High-temperature superconductors could reduce energy loss and enable denser, more efficient AI infrastructure.
azure.microsoft.com/en-us/blog/c...
#Cloud
#HPC
#Datacenters
#EnergyTech
#Azure
#Infrastructure
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Superconductors in datacenters: A breakthrough for power infrastructure
Explore Microsoft’s work with HTS technology to enhance power density, support high‑performance workloads, and reduce community impact. Learn more.
https://azure.microsoft.com/en-us/blog/can-high-temperature-superconductors-transform-the-power-infrastructure-of-datacenters/
about 15 hours ago
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GitHub’s agentic workflows push automation into reasoning territory. Not just pipelines — but agents that analyze, modify, and act. The opportunity is huge. The governance question is bigger.
thenewstack.io/github-agent...
#GitHub
#AIAgents
#PlatformEngineering
#CloudNative
#SRE
#Automation
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GitHub's Agentic Workflows bring "continuous AI" into the CI/CD loop
GitHub Next: Agentic Workflows automate repo toil with continuous AI. Use English prompts for secure triage, docs, and reports via GitHub Actions.
https://thenewstack.io/github-agentic-workflows-overview/
about 15 hours ago
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Cloud Observability now offers a new OpenTelemetry ingestion API with native OTLP support for logs, traces, and metrics. A big step toward simpler, vendor-neutral observability pipelines. Docs:
docs.cloud.google.com/stackdriver/...
#OpenTelemetry
#OTel
#Cloud
#Observability
#Tracing
#Metrics
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Telemetry (OTLP) API overview  | Google Cloud Observability  | Google Cloud Documentation
Learn about the Telemetry (OTLP) API.
https://docs.cloud.google.com/stackdriver/docs/reference/telemetry/overview
5 days ago
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AI is most useful when it removes toil, not when it pretends to replace judgment!
5 days ago
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Claude Opus 4.6 arriving on Azure Foundry signals where enterprise AI is heading: LLMs as agentic components inside real workflows — coding, refactoring, automation, ops. The race os platform integration + governance now.
azure.microsoft.com/en-us/blog/c...
#AI
#Claude
#Azure
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Claude Opus 4.6: Anthropic's powerful model for coding, agents, and enterprise workflows is now available in Microsoft Foundry | Microsoft Azure Blog
Delegate complex tasks end-to-end and execute reliably with Claude Opus 4.6, now available in Microsoft Foundry.
https://azure.microsoft.com/en-us/blog/claude-opus-4-6-anthropics-powerful-model-for-coding-agents-and-enterprise-workflows-is-now-available-in-microsoft-foundry-on-azure/
6 days ago
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Quantum computing isn’t just faster compute — it breaks today’s cryptography. The shift to post-quantum crypto is a migration, not a switch. Long-lived data is already exposed via “harvest now, decrypt later”. Plan for crypto-agility now.
blog.google/innovation-a...
#QuantumComputing
#Security
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The quantum era is coming. Are we ready to secure it?
Google shares an update on its work and suggestions for how policymakers can help everyone be more secure in the Quantum Era.
https://blog.google/innovation-and-ai/technology/safety-security/the-quantum-era-is-coming-are-we-ready-to-secure-it/
6 days ago
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PostgreSQL on Azure is being repositioned as AI infrastructure, not just a managed DB. Vector search, AI-ready performance, and enterprise controls signal a shift: your database is now part of the AI system design.
azure.microsoft.com/en-us/blog/p...
#Azure
#PostgreSQL
#AIInfra
#VectorSearch
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PostgreSQL on Azure supercharged for AI | Microsoft Azure Blog
Find out why PostgreSQL is the most-loved database among developers, and with Azure’s latest innovations, it’s now more intelligent.
https://azure.microsoft.com/en-us/blog/postgresql-on-azure-supercharged-for-ai/
10 days ago
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AWS is quietly shifting agentic AI from experiments to infrastructure. Bedrock Agent Workflows + private SageMaker connectivity signal a focus on governed, enterprise-grade AI, not demos.
aws.amazon.com/blogs/aws/aw...
#AWS
#AgenticAI
#EnterpriseAI
#MLOps
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AWS Weekly Roundup: Amazon Bedrock agent workflows, Amazon SageMaker private connectivity, and more (February 2, 2026) | Amazon Web Services
Over the past week, we passed Laba festival, a traditional marker in the Chinese calendar that signals the final stretch leading up to the Lunar New Year. For many in China, it’s a moment associated w...
https://aws.amazon.com/blogs/aws/aws-weekly-roundup-amazon-bedrock-agent-workflows-amazon-sagemaker-private-connectivity-and-more-february-2-2026/
11 days ago
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Is MoltBook a genuine leap in AI-native developer workflows — or just another notebook with hype? Solid analysis on context, persistence, and whether this survives real engineering use.
thenewstack.io/moltbook-the...
#AIEngineering
#DeveloperTools
#LLMs
#AgenticAI
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Moltbook: Hype or the Singularity?
The "AI-only social network" making headlines is less about intelligent agents and more about human prompt-writing and shoddy security.
https://thenewstack.io/moltbook-the-singularity-or-hype/
11 days ago
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ZetaSQL has been renamed to GoogleSQL — aligning the open-source project with the SQL dialect used across Google’s data platforms. Clearer naming, same open governance, stronger ecosystem signal.
opensource.googleblog.com/2026/02/zeta...
#GoogleSQL
#ZetaSQL
#OpenSource
#Databases
#SQL
#CloudData
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ZetaSQL is being renamed to GoogleSQL
ZetaSQL is now GoogleSQL. The SQL dialect is being unified under one banner for the open-source community and Google Cloud users.
https://opensource.googleblog.com/2026/02/zetasql-is-being-renamed-to-googlesql.html
11 days ago
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Rust-based QUIC / HTTP-3 stacks are hitting production maturity. This isn’t just about speed — it’s about memory-safe, async-first networking becoming the default for modern infra.
www.infoq.com/news/2025/12...
#Rust
#QUIC
#HTTP3
#Networking
#EdgeComputing
#CloudNative
#Infra
#GrowthMode
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Cloudflare Open Sources tokio‑quiche, Promising Easier QUIC and HTTP/3 in Rust
Cloudflare has open-sourced tokio-quiche, an asynchronous QUIC and HTTP/3 Rust library that wraps its battle-tested quiche implementation with the Tokio runtime to simplify the development of high-per...
https://www.infoq.com/news/2025/12/quic-http3-rust/
16 days ago
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werf turns 10. A reminder that Kubernetes delivery is about discipline, not tools. Build + deploy as one workflow. Git-driven state. Fewer abstractions. Worth revisiting as platform engineering matures.
thenewstack.io/a-decade-of-...
#Kubernetes
#DevOps
#PlatformEngineering
#GitOps
#CI/CD
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A decade of werf, a software delivery tool for Kubernetes
From in-house wrapper to CNCF project: A look at the open source beginnings of the opinionated, all-in-one CLI tool for building and deploying applications for Kubernetes.
https://thenewstack.io/a-decade-of-werf-a-software-delivery-tool-for-kubernetes/
17 days ago
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AWS shows how to do File Integrity Monitoring using Systems Manager + Amazon Security Lake. Host-level file changes become normalized security signals you can query and correlate across accounts — without agents!
aws.amazon.com/blogs/securi...
#AWS
#CloudSecurity
#SecurityLake
#DevSecOps
#SRE
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File integrity monitoring with AWS Systems Manager and Amazon Security Lake | Amazon Web Services
Customers need solutions to track inventory data such as files and software across Amazon Elastic Compute Cloud (Amazon EC2) instances, detect unauthorized changes, and integrate alerts into their exi...
https://aws.amazon.com/blogs/security/file-integrity-monitoring-with-aws-systems-manager-and-amazon-security-lake/
17 days ago
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OpenAI’s Postgres scaling story reinforces a timeless lesson: scale vertically, use replicas and pooling early, and shard only when you must. Most database bottlenecks come from system design choices, not Postgres limits.
openai.com/index/scalin...
#PostgreSQL
#DistributedSystems
#Platform
#SRE
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Scaling PostgreSQL to power 800 million ChatGPT users
By Bohan Zhang, Member of the Technical Staff
https://openai.com/index/scaling-postgresql/
20 days ago
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Open Notebook explores a better AI interaction model: visible reasoning, preserved context, and real notes — not just chat replies. As AI enters serious work, transparency and traceability matter more than “magic answers.”
www.open-notebook.ai
#AI
#AIAssistants
#AgenticAI
#DeveloperTools
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What is Open Notebook? | Open Notebook
Take Control of Your Research, Privately
https://www.open-notebook.ai/
20 days ago
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Embedding security directly into application code changes the game. Arcjet’s Python SDK shows how rate limiting and abuse protection can be versioned, tested, and evolved like any other dependency — not bolted on later.
thenewstack.io/arcjets-pyth...
#DevSecOps
#Python
#SecureByDesign
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Arcjet's Python SDK Embeds Security in Code
The new SDK brings application-layer protections directly into Python code as AI development drives adoption and demand grows for in-code security controls.
https://thenewstack.io/arcjets-python-sdk-embeds-security-in-code/
20 days ago
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AI workflows amplify bad specs. This piece shows why adding SpecKit to Antigravity matters: it forces engineers to document constraints, failure modes, and intent — not just the happy path. Better specs = better systems.
medium.com/google-cloud...
#SoftwareDesign
#Specifications
#AIEngineering
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Beyond the “Happy Path”: Adding SpecKit to my Antigravity Workflow
At this point, Antigravity has pretty much become my day-to-day operations hub. It’s no longer a novelty; it’s where I live.
https://medium.com/google-cloud/beyond-the-happy-path-adding-speckit-to-my-antigravity-workflow-db6ed2f6ca0c
20 days ago
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Nick Tune’s take on coding-agent workflows is spot on: success isn’t about autonomy, it’s about structure. Agents need boundaries, feedback loops, and human review to scale beyond demos.
medium.com/nick-tune-te...
#AgenticAI
#AIEngineering
#DevEx
#SoftwareArchitecture
#LLMs
#PlatformEngineering
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Coding Agent Development Workflows
I’ve been playing around with software development workflows for AI agents. here’s everything I know (it’s probably wrong)
https://medium.com/nick-tune-tech-strategy-blog/coding-agent-development-workflows-af52e6f912aa
21 days ago
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Google Cloud’s BigQuery Agent Starter Pack highlights the real work behind AI agents: guardrails, permissions, observability, and cost control. Data agents are infrastructure, not toys.
medium.com/google-cloud...
#AgenticAI
#BigQuery
#Data
#AIArchitecture
#GoogleCloud
#LLMs
#EnterpriseAI
#MLOps
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Jumpstart production grade BigQuery Agent with Agent starter pack
Building Data Analytics Agent made easy
https://medium.com/google-cloud/jumpstart-production-grade-bigquery-agent-with-agent-starter-pack-503a34fd921c
27 days ago
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Rob Pike’s deep dive on floating-point math via Knuth is a reminder that numerical correctness is foundational, not optional. As systems scale (AI, finance, infra), these “old” lessons become critical again.
research.swtch.com/fp-knuth
#ComputerScience
#FloatingPoint
#SoftwareEngineering
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research!rsc: Pulling a New Proof from Knuth’s Fixed-Point Printer
https://research.swtch.com/fp-knuth
27 days ago
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As codebases and AI-generated code scale, text-based search breaks down. RepoGrep explores semantic-aware code search — a key building block for better reviews, refactors, and AI-assisted engineering.
app.ami.dev/repogrep
#DeveloperTools
#CodeSearch
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Repogrep
ultra fast codebase search
https://app.ami.dev/repogrep
about 1 month ago
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Databases didn’t converge in 2025 — they diverged. More engines, more specialization, more cloud lock-in, and more operational load pushed onto platform teams.
www.cs.cmu.edu/~pavlo/blog/...
#Databases
#Data
#Platform
#CloudNative
#SRE
#DevOps
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Databases in 2025: A Year in Review
The world tried to kill Andy off but he had to stay alive to to talk about what happened with databases in 2025.
https://www.cs.cmu.edu/~pavlo/blog/2026/01/2025-databases-retrospective.html
about 1 month ago
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Java on serverless is finally living up to the promise. Spring Boot + GraalVM on Cloud Run delivers fast cold starts, lower memory use, and clean DDD-based architecture — without sacrificing scalability.
medium.com/google-cloud...
#Java
#SpringBoot
#Serverless
#Cloud
#GraalVM
#Architecture
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High-Performance Spring Boot on Cloud Run with DDD, Clean Architecture, and GraalVM
Introduction
https://medium.com/google-cloud/high-performance-spring-boot-on-cloud-run-with-ddd-clean-architecture-and-graalvm-acb87404314e
about 1 month ago
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Reading Go issue #76175 reinforces why Go works so well at scale. Design discussions focus on long-term simplicity and performance, not novelty. That discipline is why Go keeps powering critical infrastructure reliably. đź”—
github.com/golang/go/is...
#GoLang
#Systems
#Platform
#OpenSource
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proposal: simd: CPU feature vet check under GOEXPERIMENT=simd · Issue #76175 · golang/go
Proposal Details Background #73787 proposed a package of architecture-specific SIMD intrinsics, guarded by GOEXPERIMENT=simd for Go 1.26. Because these intrinsics are architecture-specific and tigh...
https://github.com/golang/go/issues/76175
about 1 month ago
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reposted by
Ioannis Polyzos
Anton Zhiyanov
about 1 month ago
Go 1.26 brings the long-awaited vectorized operations (SIMD) in the simd/archsimd package. Since it's hard to create a portable high-level API, the Go team decided to start with a low-level, architecture-specific one and support only amd64 for now.
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BigQuery now supports multiple flavors of Apache Iceberg — and the differences matter. Managed, external, and hybrid options change who owns metadata, performance, and governance. Open formats don’t remove trade-offs; they move them. 🔗
medium.com/google-cloud...
#Apache
#Iceberg
#Data
#BigQuery
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Iceberg Ahead! Navigating the Three Flavors of Iceberg on BigQuery
Navigating the world of modern data architectures can often feel like a complex journey, and a recent customer evaluation I undertook…
https://medium.com/google-cloud/iceberg-ahead-navigating-the-three-flavors-of-iceberg-on-bigquery-e004eec18d5c
about 1 month ago
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Running Java/Jakarta EE on unikernels like Nanos challenges modern cloud assumptions. Fewer layers, smaller attack surface, faster boot — especially relevant for serverless, edge, and cost-sensitive workloads. Worth revisiting what we’ve taken for granted. 🔗
foojay.io/today/java-j...
#Cloud
#Nanos
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Java and Jakarta EE and the Evolution of the Cloud with Nanos Unikernel
Nanos shows that cloud-native can exist without adding complexity, and can be secure, faster, lighter, safer, more efficient, and more cost-effective.
https://foojay.io/today/java-jakarta-ee-and-the-evolution-of-the-cloud-with-nanos-unikernel/
about 1 month ago
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AWS shows how to build an AI website assistant on Amazon Bedrock—but the real lesson is platform maturity. When models, guardrails, and retrieval are managed, AI becomes a repeatable product capability, not a one-off experiment. 🔗
aws.amazon.com/blogs/machin...
#AmazonBedrock
#GenerativeAI
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Build an AI-powered website assistant with Amazon Bedrock | Amazon Web Services
This post demonstrates how to solve this challenge by building an AI-powered website assistant using Amazon Bedrock and Amazon Bedrock Knowledge Bases.
https://aws.amazon.com/blogs/machine-learning/build-an-ai-powered-website-assistant-with-amazon-bedrock/
about 1 month ago
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Misconfigured Kubernetes RBAC in Azure highlights a familiar truth: security failures are usually about authorization drift, not exploits. Least privilege, continuous validation, and RBAC-as-code are no longer optional for platform teams. đź”—
thehackernews.com/2024/12/misc...
#K8s
#RBAC
#Azure
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Misconfigured Kubernetes RBAC in Azure Airflow Could Expose Entire Cluster to Exploitation
Azure Airflow misconfigurations risk cluster-wide breaches, root VM access, and compromised Azure resources.
https://thehackernews.com/2024/12/misconfigured-kubernetes-rbac-in-azure.html
about 2 months ago
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AWS’s EC2 Interruptible Capacity Reservations formalize a useful idea: declare which workloads can be interrupted, get better economics in return. This is cloud infra evolving toward intent-driven design — not everything needs 100% availability. 🔗
aws.amazon.com/about-aws/wh...
#AWS
#EC2
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Amazon EC2 announces interruptible Capacity Reservations - AWS
Discover more about what's new at AWS with Amazon EC2 announces interruptible Capacity Reservations
https://aws.amazon.com/about-aws/whats-new/2025/11/amazon-ec2-interruptible-capacity-reservations/
about 2 months ago
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Solid deep dive into TCP internals—congestion control, slow start, buffering, and how they affect real-world performance.
cefboud.com/posts/tcp-de...
#Networking
#SRE
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The Internet is Cool. Thank you, TCP
What is TCP? This post is an exploration of TCP, the workhorse of the internet. This deep dive includes detailed examples and a step-by-step walkthrough. A simple TCP explanation.
https://cefboud.com/posts/tcp-deep-dive-internals/
about 2 months ago
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AI is driving unprecedented hyperscaler capex, but The Register raises a fair question: will utilization and pricing justify the spend? For users, this reinforces the need for flexible, efficiency-first architectures — not blind faith in scale. 🔗
www.theregister.com/2025/12/22/a...
#AI
#Cloud
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AI has pumped hyperscale – but how long can it last?
: Total operational capacity just keeps rising
https://www.theregister.com/2025/12/22/ai_hyperscale_capex_research/
about 2 months ago
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DevOps.com’s
2026 outlook nails the direction: AI-assisted development, mature platform engineering, and security-first design are converging into a single operating model. ďż˝
ďż˝ https://devops.com/3-notable-software-development-trends-for-2026-and-beyon
#Software
f
#Platform
a
#AI
r
#DevOps
D
#Cloud
#Cloud
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https://DevOps.com’s
2 months ago
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AWS published a solid guide on implementing HSTS across AWS services. Done correctly, HSTS is a low-cost, high-impact security control that eliminates downgrade attacks and enforces HTTPS by default at the edge. đź”—
aws.amazon.com/blogs/securi...
#CloudSecurity
#HSTS
#AWS
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Implementing HTTP Strict Transport Security (HSTS) across AWS services | Amazon Web Services
Modern web applications built on Amazon Web Services (AWS) often span multiple services to deliver scalable, performant solutions. However, customers encounter challenges when implementing a cohesive ...
https://aws.amazon.com/blogs/security/implementing-http-strict-transport-security-hsts-across-aws-services/
2 months ago
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Kubernetes risk doesn’t live in YAML — it emerges at deployment time. AI-powered, deployment-aware analysis can spot issues traditional scanners miss: RBAC drift, namespace trust issues, network exposure, sidecar risks, and pipeline order effects. 🔗
thenewstack.io/ai-can-deliv...
#k8s
#AI
#risk
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AI Can Deliver Deployment-Aware Risk Analysis for Kubernetes
Learn how Red Hat and IBM are using an AI agent to add real deployment context to Kubernetes security, moving beyond static scores to find true risks.
https://thenewstack.io/ai-can-deliver-deployment-aware-risk-analysis-for-kubernetes/
2 months ago
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The
agents.md
pattern for GitHub Copilot is one of the most important updates for AI-augmented development. It gives AI tools explicit context, rules, and intent — reducing drift and improving code quality. Every repo should adopt it. 🔗
build5nines.com/unlock-githu...
#GitHub
#Copilot
#AI
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AGENTS.md
AGENTS.md is a simple, open format for guiding coding agents. Think of it as a README for agents.
https://agents.md
2 months ago
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AWS Graviton5 takes an interesting stance: focus on throughput, efficiency, and cloud-native workload patterns instead of single-thread supremacy. A CPU designed around how distributed systems actually behave. đź”—
www.nextplatform.com/2025/12/04/a...
#AWS
#Graviton5
#CloudArchitecture
#ARM
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AWS Graviton5 Strikes A Different Balance For Server CPUs
We have been expecting a new Arm server CPU design out of the Annapurna Labs folks who create the CPUs, XPUs, DPUs, and scale up switches for Amazon Web
https://www.nextplatform.com/2025/12/04/aws-graviton5-strikes-a-different-balance-for-server-cpus/
2 months ago
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Fil-C is a compelling new direction for systems programming: a memory-safe implementation of C/C++ that keeps full compatibility with existing software, build systems and tooling. đź”—
fil-c.org
#MemorySafety
#SystemsProgramming
#C
#CPP
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Fil-C
https://fil-c.org/
2 months ago
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AWS just introduced IAM Policy Autopilot, an open-source MCP server that generates secure IAM policies from natural-language intent. đź”—
aws.amazon.com/blogs/aws/si...
#AWS
#IAM
#Security
#MCP
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Simplify IAM policy creation with IAM Policy Autopilot, a new open source MCP server for builders | Amazon Web Services
Speed up AWS development with an open source tool that analyzes your code to generate valid IAM policies, providing AI coding assistants with up-to-date AWS service knowledge and reliable permission r...
https://aws.amazon.com/blogs/aws/simplify-iam-policy-creation-with-iam-policy-autopilot-a-new-open-source-mcp-server-for-builders/
2 months ago
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Congress is preparing AGI-targeted legislation with requirements for audits, provenance, lineage, and safety controls. AI systems are being treated less like tools and more like autonomous infrastructure… 🔗
m.slashdot.org/story/449659
#AI
#AGI
#Safety
#Governance
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Slashdot
https://m.slashdot.org/story/449659
3 months ago
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AWS just introduced an Infrastructure-as-Code MCP Server, giving AI agents first-class access to CDK and CloudFormation. đź”—
aws.amazon.com/blogs/devops...
#AWS
#IaC
#MCP
#DevOps
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Introducing the AWS Infrastructure as Code MCP Server: AI-Powered CDK and CloudFormation Assistance | Amazon Web Services
Streamline your AWS infrastructure development with AI-powered documentation search, validation, and troubleshooting Introduction Today, we’re excited to introduce the AWS Infrastructure-as-Code (IaC)...
https://aws.amazon.com/blogs/devops/introducing-the-aws-infrastructure-as-code-mcp-server-ai-powered-cdk-and-cloudformation-assistance/
3 months ago
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Google Cloud’s newest TPU mythbusting article shows how far TPU workloads have come: predictable pricing, strong training throughput, simplified scaling, and increasingly mature software tooling. 🔗
medium.com/google-cloud...
#AIInfra
#TPU
#GoogleCloud
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TPU Mythbusting: cost and usage
Second part of the TPU Mythbusting. Learn how to get access to TPU without paying for them and how you can use TPUs through Vertex…
https://medium.com/google-cloud/tpu-mythbusting-cost-and-usage-1ca96c85df94
3 months ago
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Google Cloud’s new AI SRE assistant inside the Gemini CLI is a big shift: conversational diagnostics, OS-level insights, and automatic log/metric summarisation directly in the terminal. 🔗
medium.com/google-cloud...
#SRE
#AIOps
#GoogleCloud
#Gemini
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AI-Powered SRE Assistant for VMs with Gemini CLI
Managing virtual machines (VMs) in production is a high-stakes task. Performance bottlenecks, resource exhaustion, and service failures can…
https://medium.com/google-cloud/ai-powered-sre-assistant-for-vms-with-gemini-cli-3256b5764dd0
3 months ago
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GNOME Foundry looks like a great step forward for Linux DX — a complete “IDE-in-a-box” with templates, tooling, debugging & packaging built in. A more consistent, streamlined workflow for GNOME and Linux developers. 🔗
thenewstack.io/gnome-foundr...
#Linux
#DevTools
#OpenSource
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Gnome Foundry Is a New 'IDE in a Box' for Linux
Like the Gnome Builder IDE but can't pull yourself away from the command line? Foundry provides a set of tools you can run directly in the terminal.
https://thenewstack.io/gnome-foundry-is-a-new-ide-in-a-box-for-linux/
3 months ago
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Really enjoyed reading about SimplicityOS — a tiny, elegant OS built around clarity and minimalism. A great reminder that well-designed systems don’t need layers of abstraction to be powerful. 🔗
isene.org/2025/11/Simp...
#UNIX
#Minimalism
#OpenSource
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Building a 64-bit OS from Scratch with Claude Code
Philosophy - Sciences - Geekery - Art - Life - Coaching - Fun < Simplify Everything
https://isene.org/2025/11/SimplicityOS.html
3 months ago
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Exploring workmux, a lightweight TMUX-inspired workflow multiplexer. Define terminal workflows declaratively → spin them up instantly. Great for dev, ops, K8s work, and repeatable environments. 🔗
github.com/raine/workmux
#DevTools
#CLI
#OpenSource
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GitHub - raine/workmux: Seamless git worktrees and tmux windows as isolated dev environments
Seamless git worktrees and tmux windows as isolated dev environments - raine/workmux
https://github.com/raine/workmux
3 months ago
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OctoSQL is a very cool OSS tool: it unifies files, DBs, APIs, and cloud sources under a single SQL interface. Great for debugging distributed systems, incident response, and fast data exploration without pipelines. đź”—
github.com/cube2222/oct...
#OpenSource
#SQL
#SRE
#DataEngineering
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GitHub - cube2222/octosql: OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL. - cube2222/octosql
https://github.com/cube2222/octosql
3 months ago
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Memori from GibsonAI is an open-source long-term memory layer for LLM agents — persistent, lightweight, and built for real workflows. Supports episodic + semantic memory and removes the need for heavy RAG setups for small apps. 🔗
github.com/GibsonAI/Mem...
#AI
#LLM
#Agents
#OpenSource
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GitHub - GibsonAI/Memori: Open-Source Memory Engine for LLMs, AI Agents & Multi-Agent Systems
Open-Source Memory Engine for LLMs, AI Agents & Multi-Agent Systems - GibsonAI/Memori
https://github.com/GibsonAI/Memori
3 months ago
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