All 127 articles, sorted alphabetically
AKS, in depth: the resource model, node pools, tiers, networking choices and the upgrade machinery
A practical deep dive into Azure Kubernetes Service: what Microsoft runs and what you run, the node resource group, system and user node pools, Free, …
Read article →Alibaba Anti-DDoS + Cloud Firewall, in depth: blackhole thresholds, Origin versus Proxy, the three firewall borders, policy as code and an attack runbook
How to protect workloads on Alibaba Cloud with the Anti-DDoS family and Cloud Firewall: what free Anti-DDoS Origin Basic does and when it blackholes, …
Read article →Alibaba Container Service for Kubernetes (ACK), in depth: cluster types, Terway networking, node pools and autoscaling, virtual nodes, RRSA and upgrades
A practical guide to Alibaba Cloud ACK: managed Pro versus other cluster types, Terway versus Flannel, node pools and the two node autoscalers, ECI vi…
Read article →Alibaba Elastic Compute Service (ECS), in depth: instance types, billing models, spot interruptions, storage, networking and metadata hardening
A practical guide to Alibaba Cloud ECS virtual machines: regions, zones, VPCs and vSwitches, reading instance type names, subscription, pay-as-you-go,…
Read article →Alibaba Function Compute
Serverless functions with custom containers. Reserved instances for cold-start-sensitive workloads. Full coverage of Alibaba's Function Compute s…
Read article →Alibaba MaxCompute, in depth: partitions, lifecycle, Tunnel loading and the scanned-bytes cost model, with a worked daily pipeline
An engineer's guide to Alibaba Cloud MaxCompute: projects, partitioned tables and the 60,000-partition limit, how LIFECYCLE really expires partit…
Read article →Alibaba Model Studio + Qwen, in depth: regions and keys, the OpenAI-compatible API, thinking mode, tool calls, context cache and batch jobs
How to build on Qwen through Alibaba Cloud Model Studio: regions, workspaces and API keys, the OpenAI-compatible endpoint, streaming with usage, think…
Read article →Alibaba Cloud Object Storage Service (OSS), in depth: buckets and endpoints, storage classes, multipart upload, the Python SDK v2, RAM and STS access control, and cost traps
A practical guide to Alibaba Cloud OSS: buckets, flat keys and public, internal and accelerated endpoints, the mainland China CNAME requirement, stora…
Read article →Alibaba Tablestore, in depth: primary-key design, conditional writes, range reads and indexes
How Alibaba Cloud Tablestore works and how to use it well: the wide column model and limits, partitioning by the first primary key column, hash-prefix…
Read article →Oracle Autonomous Database, in depth: workload types, ECPU scaling, service names, networking, loading data and what is still your job
How Oracle Autonomous AI Database works and how to run it: serverless vs dedicated deployment, workload types, ECPU and storage auto scaling with a wo…
Read article →Azure Batch, in depth: pools, jobs and tasks, autoscale formulas, Spot capacity and the Python SDK
How Azure Batch runs large parallel workloads: the account, pool, job, task and node model, task slots, resource and output files, the current azure-b…
Read article →Azure Cognitive Services + AI Services, in depth: the multi-service resource, endpoints and authentication, the service catalogue, networking, throttling, containers and the 2026 retirements
How Azure's prebuilt AI APIs work today: the history from Cognitive Services to Azure AI services to Foundry Tools, the AIServices resource, keys…
Read article →Azure Container Apps, in depth: environments, revisions, the KEDA scaling algorithm, jobs and production traps
Azure Container Apps from first principles: environments, apps, revisions and replicas, workload profiles, the HTTP and KEDA scaling algorithm with it…
Read article →Azure Data Lake Storage Gen2, in depth: the hierarchical namespace, dfs and blob endpoints, ABFS, and the RBAC plus ACL security model
A practical guide to Azure Data Lake Storage Gen2: what enabling the hierarchical namespace changes, atomic directory rename and delete, the dfs and b…
Read article →Azure DevOps, in depth: Boards, Repos, Pipelines, Artifacts and Test Plans, with a production multi-stage YAML pipeline
How Azure DevOps fits together: organisations and projects, the pipeline run model, a worked multi-stage YAML pipeline with templates, federated servi…
Read article →Azure Files, in depth: SMB and NFS shares, billing models and scale targets, identity-based access, networking, and sizing a share you will not outgrow
A practitioner's guide to Azure Files: how classic and Microsoft.FileShares shares are organised, SSD and HDD media with provisioned v2, provisio…
Read article →Azure Functions, in depth: hosting plans, the isolated worker, triggers and bindings, scale groups and Durable Functions
How Azure Functions actually runs your code: the host and language worker, choosing between Flex Consumption, Premium, Dedicated and Container Apps, t…
Read article →Azure Key Vault, in depth: secrets, keys, access models, throttling, soft delete and rotation
A practical guide to Azure Key Vault: object model and tiers, control and data planes, the 2026 RBAC default, private endpoints, Python code for secre…
Read article →Azure Load Balancer Family, in depth: Standard, Global tier and Gateway SKUs, health probes, HA ports, SNAT and outbound rules
The Azure layer 4 load balancer family explained from the packet up: Standard public and internal load balancers, the Global tier, Gateway Load Balanc…
Read article →Azure Managed Disks, in depth: the five disk types, VM and disk I/O ceilings, host caching, bursting, Premium SSD v2 and Ultra sizing, and protection
How Azure Managed Disks actually perform: the five disk types and their limits, the three ceilings between a VM and its disks, host caching modes, cre…
Read article →Azure Machine Learning Studio, in depth: the workspace resource model, data and environments, serverless and cluster compute, jobs, managed online endpoints and the managed network
An operating guide to Azure Machine Learning and its studio: what a workspace and its dependent resources are, how data assets, environments, compute …
Read article →Azure OpenAI Service, in depth: the request path, token admission, 429s, content filters and keyless access
How an Azure OpenAI request is authenticated, admitted against tokens-per-minute quota, filtered and answered: the v1 endpoint with Entra tokens, the …
Read article →Microsoft Sentinel, in depth: ingestion, data tiers, scheduled and NRT rules, automation and operating it well
Microsoft Sentinel from first principles: how logs flow through connectors and data collection rules into analytics and data lake tiers, how scheduled…
Read article →Azure SQL Database, in depth: tiers, storage architecture, connectivity, HA/DR and operating it well
A practical guide to Azure SQL Database: how General Purpose, Business Critical and Hyperscale store data and fail over, choosing compute and connecti…
Read article →Azure Virtual Machines, in depth
How Azure VMs really work: the resource model, size names, disks and caching, temp disk loss, explicit outbound access, zones and scale sets, Schedule…
Read article →Azure Virtual Network (VNet), in depth: address planning, NSG evaluation, routing, peering, private endpoints and DNS, and outbound access
A practical guide to Azure VNets: subnets and the five reserved addresses, NSG priorities and the VirtualNetwork tag trap, user-defined routes, non-tr…
Read article →Bicep and ARM Templates, in depth: how Bicep compiles to ARM, how a deployment executes, what-if, deployment stacks and a safe pipeline
A practical guide to Azure infrastructure as code with Bicep and ARM templates: how Bicep transpiles to ARM JSON, the anatomy of a Bicep file, how Res…
Read article →Azure Blob Storage, in depth
Azure Blob Storage from first principles: accounts and containers, block, append and page blobs, the Put Block commit model, access tiers and rehydrat…
Read article →Cloud AI Platforms Compared, in depth: Gemini Enterprise Agent Platform, Bedrock with SageMaker AI, and Microsoft Foundry with Azure Machine Learning
A layered comparison of the three hyperscaler AI platforms: model catalogues and managed APIs, custom training, hosting options and their limits, pipe…
Read article →API gateway architecture
Deep-dive on the API gateway: the request pipeline of TLS termination, authentication, rate limiting, and routing; transform and aggregation stages; p…
Read article →Cloud autoscaling
Deep-dive on cloud autoscaling: metrics and scaling policies (target tracking, step, scheduled), scale out/in with cooldowns, horizontal vs vertical, …
Read article →Cloud canary deployment architecture
Deep-dive on canary deployments: weighted traffic splitting via router/mesh, comparing the canary against a concurrent baseline under identical condit…
Read article →Configuration drift architecture
Deep-dive on cloud configuration drift: why declared/recorded/actual is a three-way comparison, the state file as a distinct participant, refresh cost…
Read article →Cloud Container Services, in depth: Cloud Run, Azure Container Apps, ECS on Fargate and ACI, sized and operated below Kubernetes
How the container services below managed Kubernetes work and when to use each: the abstraction ladder, request-driven concurrency on Cloud Run and Con…
Read article →Cloud Cost Analysis, in depth: explaining a bill change with rate, volume and mix decomposition
How to answer 'why did the cloud bill change' rigorously: the FOCUS billing schema and which cost column answers which question, decomposing…
Read article →Cloud Data Lakes, in depth: object-store semantics, table formats, catalogs and cost across S3, GCS and ADLS
Cloud data lakes from first principles and across providers: the five layers, how S3, GCS and ADLS Gen2 differ on rename, listing and conditional writ…
Read article →Cloud DDoS protection architecture, in depth: anycast, detection, layered mitigation and origin shielding
How cloud DDoS protection works: attack classes and economic denial of service, anycast absorption, flow-based detection code, SYN cookies, L7 rate li…
Read article →Cloud DNS failover and traffic steering
Deep-dive on DNS-based failover and traffic steering: authoritative DNS applying geo, latency, weighted, and active-passive routing policies, health c…
Read article →Cloud edge compute architecture
Deep-dive on cloud edge compute: anycast routing to the nearest point of presence, lightweight V8 isolates that cold-start in about a millisecond, edg…
Read article →Cloud egress cost architecture
How cloud data transfer is billed: which boundaries are free, why cross-AZ surprises people, stacked processing charges, endpoint and CDN breakeven.
Read article →Cloud FinOps Architecture in Depth
General cloud FinOps architecture: the billing export as the cost data pipeline, granularity and the lag between spend and visibility, cost allocation…
Read article →Cloud IAM architecture
Deep-dive on cloud IAM: identity, workload identity, roles, policies, permission boundaries, SCPs, ABAC, session controls, and audit.
Read article →Cloud KMS architecture
Deep-dive on Cloud KMS: DEK, KEK, root key, envelope encryption, access policy, rotation, regional isolation, audit, cross-account grants.
Read article →Managed Kubernetes Across Clouds, in Depth: EKS, GKE and AKS Compared on Control Planes, Nodes, Networking, Identity, Upgrades and Cost
What managed Kubernetes actually manages on AWS EKS, Google GKE and Azure AKS: the responsibility split, node models (node groups, Autopilot, Auto Mod…
Read article →Cloud Landing Zone Architecture in Depth
Cloud landing zone architecture in depth: account and OU design, how SCPs and RCPs evaluate, identity federation, hub-and-spoke networking, immutable …
Read article →Cloud load balancer architecture
Deep-dive on cloud load balancing: anycast VIPs, the L4 edge and L7 proxy split, backend pools across availability zones, active health checks plus pa…
Read article →Cloud Migration Patterns
The 6 R's of cloud migration and when each pattern makes sense.
Read article →Multi-cloud architecture, in depth: identity, networking, data replication and a tested failover runbook
Build an active-passive multi-cloud architecture: federated identity, non-overlapping networks and private interconnects, replication lag as RPO, egre…
Read article →Cloud Multi-Region, in depth: topologies, replication semantics, failover control and the capacity you must hold in reserve
A vendor-neutral guide to running a service in more than one cloud region: what multi-region protects against, the latency physics, four topologies fr…
Read article →Managed NAT gateway architecture
Deep-dive on the managed cloud NAT gateway: private-subnet egress without inbound exposure, route tables and port translation, ephemeral-port capacity…
Read article →Cloud-Native Analytics Compared, in depth: BigQuery, Snowflake, Redshift, Databricks SQL, Athena and Fabric by architecture, scaling, caching and billing unit
A first-principles comparison of cloud analytics engines: the shared separation of storage and compute, how BigQuery slots, Snowflake warehouses, Reds…
Read article →Cloud-Native Databases Compared, in depth: the architectures behind Aurora, AlloyDB, Spanner, CockroachDB and DynamoDB, and a procedure for choosing
A first-principles comparison of cloud-native databases: shared-storage engines, distributed SQL and partitioned key-value stores, compared on durabil…
Read article →Cloud-Native ML Compared, in depth: SageMaker AI, Gemini Enterprise Agent Platform and Azure Machine Learning versus a Kubernetes-native stack for training, pipelines, registry and serving
A practical comparison of how to run the machine-learning lifecycle in the cloud: managed training jobs, pipelines, model registries and endpoints on …
Read article →Cloud networking architecture
Deep-dive on cloud networking: VPC, subnets, route tables, NAT, peering, PrivateLink, DNS, security groups, NACL, flow logs.
Read article →Cloud Object Storage Architecture in Depth: Request Path, Consistency, Key Design, Multipart Upload and Lifecycle Economics
How cloud object stores work inside and how to design for them across providers: the request path, metadata index and erasure coding, strong consisten…
Read article →Private Connectivity for SaaS: Private Endpoints vs VPC Peering
Why private connectivity matters: reach SaaS and cloud services via a private endpoint in your VPC, no internet exposure, DNS integration, vs VPC peer…
Read article →Cloud region selection, in depth: filters, latency physics, capacity, cost and failure domains
A practical method for choosing cloud regions: hard filters for residency, services and capacity; measuring latency from real users; cost and egress; …
Read article →Cloud secrets architecture
Deep-dive on cloud secrets management: secret manager, rotation, injection, versioning, short-lived leases, audit, compliance.
Read article →Cloud Security Baseline, in depth: the minimum control set, enforced as code and measured continuously
How to design and run a cloud security baseline: choosing the minimum control set, preventive guardrails with AWS SCPs and GCP organization policies, …
Read article →Serverless architecture
Serverless architecture in depth: the invocation lifecycle, cold starts, concurrency as the real capacity unit, retries and dead-letter queues.
Read article →Service mesh architecture
Deep-dive on the service mesh: a data plane of per-pod sidecar proxies programmed by a central control plane to handle mutual TLS, retries, timeouts, …
Read article →Spot capacity architecture
Deep-dive on running production workloads on spot instances: capacity pools and allocation strategies, interruption-notice plumbing and drain controll…
Read article →VPC peering architecture
Deep-dive on VPC peering: the request/accept handshake, the symmetric routes and security-group rules that make traffic flow over the provider backbon…
Read article →Cloud WAF -- filtering malicious web traffic at the edge
Deep-dive on cloud WAF: the block-attacks need, managed rules (OWASP/known threats), custom rules, rate-based rules, SQLi/XSS blocking, bot management…
Read article →The Well-Architected framework -- pillars for sound cloud systems
Deep-dive on the Well-Architected framework: the six pillars (operational excellence, security, reliability, performance efficiency, cost optimization…
Read article →Cloud Zero Trust in Depth: Decision Points, Identity-Aware Proxies, Keyless Workloads and Private Data Paths
How to build zero trust on a real cloud estate: NIST SP 800-207 decision and enforcement points mapped to cloud services, verifying identity-aware pro…
Read article →Cloudflare Access, in depth
Cloudflare Access in depth: the login and token flow through the team domain, Allow, Block, Bypass and Service Auth policies with Include, Require and…
Read article →Cloudflare D1, in depth: serverless SQLite, batch transactions, the single-writer model, Sessions and Time Travel
How Cloudflare D1 works and how to build on it: the Worker binding and prepared statements, batch() as the transaction unit, why each database is sing…
Read article →Cloudflare Durable Objects, in depth: single-threaded stateful actors, input and output gates, SQLite storage, alarms and WebSocket hibernation
How Cloudflare Durable Objects work and how to design with them: naming and placement, the single-threaded execution model with input and output gates…
Read article →Cloudflare KV, in depth: tiered edge caching, eventual consistency, write limits and the patterns that fit
How Cloudflare Workers KV works and how to use it well: central stores and tiered caches, the precise eventual-consistency model including cached nega…
Read article →Cloudflare R2, in depth: S3-compatible storage without egress fees, Worker bindings, consistency, caching and migration
How Cloudflare R2 works and how to use it well: the pricing model and what zero egress changes, the three access paths (S3 API, Worker binding, public…
Read article →Cloudflare Radar, in depth: using Internet traffic, outage and BGP data to answer 'is it us or the Internet?' during incidents
An engineer's guide to Cloudflare Radar: where its data comes from and its coverage bias, the traffic anomaly, outage, BGP hijack and netflows en…
Read article →Cloudflare Tunnels (cloudflared), in depth: outbound-only connectors, ingress rules, replicas and production operations
How Cloudflare Tunnel and cloudflared work: outbound connections to at least two data centres, QUIC with HTTP/2 fallback, remotely and locally managed…
Read article →Cloudflare Vectorize, in depth: indexes, the Workers binding, metadata filtering, namespaces and the asynchronous write path
A practical guide to Cloudflare Vectorize: what an index fixes at creation, the vector and metadata model, insert versus upsert, the asynchronous writ…
Read article →Cloudflare Zero Trust, in depth: the client, Gateway policy order, posture, split tunnels and private access
How Cloudflare Zero Trust (Cloudflare One) works end to end from the device: the Cloudflare One Client, Gateway DNS, network and HTTP policies and the…
Read article →Cosmos DB, in depth: request units, partition design, the five consistency levels, change feed and multi-region writes
Azure Cosmos DB from first principles: request units and throughput modes, logical and physical partitions, hierarchical keys, indexing policy, the fi…
Read article →Azure Databricks, in depth: control and compute planes, VNet injection, Unity Catalog on ADLS, identity, cost and operations
How Azure Databricks is actually put together and how to run it: the control plane and the classic and serverless compute planes, managed resource gro…
Read article →Microsoft Defender for Cloud, in depth: plans, data collection, posture, alerts and rollout as code
How Microsoft Defender for Cloud works and how to run it: the CSPM and workload protection plans, agentless scanning, sensors and multicloud connector…
Read article →Alibaba DingTalk Integration, in depth: signed robots, rate limits, OpenAPI tokens and Stream mode ChatOps
Integrating systems with DingTalk: custom robot webhooks with HMAC signing, the 20 messages per minute limit and digesting, enterprise app access toke…
Read article →DigitalOcean App Platform
Heroku-like PaaS. Apps from GitHub.
Read article →DigitalOcean Droplets, in depth: plan families, billing rules, cloud-init, Cloud Firewalls, metadata and a production layout
DigitalOcean Droplets from first principles: shared versus dedicated plan families, per-second billing and the 672-hour cap, why powered-off Droplets …
Read article →DigitalOcean Managed Kubernetes, in depth: cluster design, node pools, load balancers, storage, autoscaling and upgrades
How DigitalOcean Kubernetes (DOKS) works and how to run it: what DigitalOcean manages, creating clusters with doctl, sizing node pools from allocatabl…
Read article →DigitalOcean Spaces, in depth: S3-compatible buckets, subscription billing, the CDN, per-bucket keys, rate limits and Cold Storage
How DigitalOcean Spaces works and how to design for it: endpoints and access paths, subscription pricing with a worked bill, small-object billing, an …
Read article →Microsoft Entra ID (was Azure AD), in depth: tenants, app registrations and service principals, tokens, Conditional Access and workload identity
How Microsoft Entra ID works: the tenant and its object model, app registrations versus service principals, Entra roles versus Azure RBAC, OAuth 2.0 a…
Read article →Exadata Cloud and Exadata Cloud@Customer, in depth: the machine, the three ways to rent it, the control plane in your data centre, and how to operate it
How Oracle Exadata works and how the cloud services package it: Smart Scan, storage indexes, flash and XRMEM, ExaDB-D versus ExaDB-XS versus Cloud@Cus…
Read article →Fly.io Machines, in depth
Fly.io Machines in depth: Firecracker microVMs pinned to a host, the documented state machine, the Machines API (create, wait, lease, cordon, rate lim…
Read article →Fly.io Postgres, in depth: Managed Postgres clusters, PgBouncer modes, sizing, restores and leaving legacy Fly Postgres
A practical guide to Postgres on Fly.io today: why unmanaged Fly Postgres is legacy, how Fly Managed Postgres clusters are built, fly mpg create and a…
Read article →Fly.io Regions and Anycast, in depth: how requests reach Machines, primary regions, fly-replay and multi-region failure modes
How Fly.io routes traffic: anycast edges, the Fly Proxy and its concurrency limits, primary_region and FLY_REGION, when traffic crosses regions, write…
Read article →Fly.io Volumes, in depth: local NVMe slices, one volume per Machine, snapshots, auto-extend, forks and designing for host failure
How Fly.io volumes work: a slice of local NVMe pinned to one host with no automatic replication, one-to-one with Machines, placement with hardware zon…
Read article →Heroku Dynos, in depth: process types, dyno sizes, lifecycle and timeouts, scaling, deploys, and the platform's 2026 status
How Heroku dynos actually behave: the Procfile process model, Cedar and Fir dyno types, boot and shutdown timeouts, daily cycling and crash backoff, t…
Read article →Heroku Postgres, in depth: tiers, connection budgets, pooling, followers, rollback and failover for production apps
A practical guide to Heroku Postgres: how the add-on and DATABASE_URL work, what each tier guarantees, a worked connection budget with the server-side…
Read article →Heroku Redis, in depth: Heroku Key-Value Store on Valkey, plans, failover, TLS, eviction policies and connection budgets
Operating Heroku Redis, now Heroku Key-Value Store on Valkey: plan families and persistence, failover and changing URLs, TLS with self-signed certific…
Read article →LiteFS, in depth
LiteFS in depth: how the FUSE passthrough captures SQLite transactions as LTX page sets, TXID and checksum positions, Consul and static leases, the bu…
Read article →Microsoft Fabric, in depth: OneLake, capacity units, smoothing and throttling, Direct Lake, and running it in production
An engineering guide to Microsoft Fabric: how OneLake, workspaces, items and engines fit together, shortcuts versus mirroring, F SKUs and capacity uni…
Read article →Multi-Cloud Strategy
When multi-cloud makes sense (regulatory, resilience, negotiation), and when it's more cost than benefit.
Read article →MySQL HeatWave, in depth: offloading analytics from InnoDB to an in-memory columnar cluster, loading, change propagation, diagnosing offload and when it is the wrong tool
A first-principles guide to MySQL HeatWave query acceleration: the split between the DB System and the in-memory cluster, manual and automatic loading…
Read article →Netlify Distributed Persistent Rendering (DPR), in depth: render on first request, persist until the next deploy, and build it today with durable caching
How Distributed Persistent Rendering works on Netlify: the idea, how it differs from static generation, server rendering and ISR, On-demand Builders a…
Read article →Netlify Edge Functions, in depth: the request chain, declarations and ordering, the context API, response caching, limits and failure modes
How Netlify Edge Functions work: the Deno-based runtime at the nearest edge, where functions sit in the request chain, inline and netlify.toml declara…
Read article →Netlify Functions, in depth: the request model, routing, background and scheduled functions, limits and production patterns
A practical guide to Netlify Functions: the web-standard handler and context, path routing and netlify.toml, current execution and payload limits, bac…
Read article →OCI AI Services, in depth: Language, Vision, Speech and Document Understanding as building blocks
An engineering guide to Oracle Cloud Infrastructure's pretrained AI services: Language, Vision, Speech and Document Understanding. Synchronous ca…
Read article →OCI Bare Metal Compute, in depth: off-box virtualization, bare metal shapes, VLAN-tagged VNICs, local NVMe, RDMA clusters and reboot migration
What is specific to bare metal instances on Oracle Cloud Infrastructure: how off-box network virtualization gives a whole server to one tenant, readin…
Read article →OCI Base Database Service, in depth: DB systems, storage, backups, Data Guard and what you still operate
A practical guide to Oracle Base Database Service on OCI: what a DB system is, editions and RAC, LVM versus ASM, ECPU sizing and block storage perform…
Read article →OCI Block Volume, in depth: VPUs and performance levels, attachments, auto-tune, backups, replicas and sizing
A practical guide to Oracle Cloud Infrastructure Block Volume: how volume performance units set IOPS and throughput, sizing a volume for a database, i…
Read article →OCI Compute in Depth: Flexible Shapes, Capacity Types, the Launch Path, Instance Pools and Maintenance
How Oracle Cloud Infrastructure Compute works and how to run it well: sizing flexible shapes in OCPUs, choosing between on-demand, preemptible, bursta…
Read article →OCI Compute Shapes, in depth: reading the shape catalog, right-sizing flexible VMs by measurement, and changing shape safely
How to choose an Oracle Cloud Infrastructure compute shape on evidence: what a shape fixes, normalising OCPUs across AMD, Intel and Ampere, how networ…
Read article →OCI Container Instances, in depth: shapes, networking, identity, health checks and blue-green replacement
A practical guide to OCI Container Instances as of October 2026: the pod-like resource model, documented shapes and limits, billing by lifecycle state…
Read article →OCI Data Safe, in depth: connecting targets, assessments and drift, discovery and masking, audit collection and retention, alerts and SQL Firewall
How Oracle Data Safe protects Oracle databases on OCI and on-premises: private endpoints and on-premises connectors, service-account roles, IAM resour…
Read article →OCI FastConnect, in depth: circuits, BGP, path selection and redundant design
How Oracle Cloud Infrastructure FastConnect works from the port up: partner, third-party and colocation models, cross-connect groups and LOAs, optics …
Read article →OCI File Storage, in depth: mount targets, exports, throughput, snapshots and replication for shared NFS on Oracle Cloud
How Oracle Cloud Infrastructure File Storage works from first principles: file systems, mount targets, exports and first-match export options, the NFS…
Read article →OCI Always Free Tier, in depth: what is free, what gets reclaimed, and how to build within it
Oracle Cloud's Always Free tier as documented in October 2026: trial vs Always Free vs Pay As You Go, home-region rule, A1 hour-based allowance, …
Read article →OCI Functions, in depth: the Fn-based execution model, func.yaml and FDK handlers, resource principals, synchronous versus detached invocation and provisioned concurrency
A practical guide to Oracle Cloud Infrastructure Functions: applications, images and subnets, writing a Python FDK handler, deploying with the Fn CLI,…
Read article →OCI Generative AI Service, in depth: on-demand versus dedicated clusters, native and OpenAI-compatible APIs, embeddings, fine-tuning and operations
A practical guide to Oracle's OCI Generative AI service: serving modes and dedicated AI clusters, IAM resource types, Python SDK chat and embeddi…
Read article →OCI GoldenGate, in depth: deployments, connections, the Extract to Replicat pipeline, an SCN-consistent initial load, sizing and the failures that stop replication
A practical guide to Oracle Cloud Infrastructure GoldenGate: what a deployment is, how log-based capture, trails, distribution paths and Replicat fit …
Read article →OCI GPU Instances, in depth: choosing a shape, getting capacity, drivers and images, cluster networks for multi-node training, storage and keeping nodes healthy
A practical guide to GPU compute on Oracle Cloud Infrastructure: the VM and bare metal GPU shapes and what they are for, service limits, images and dr…
Read article →OCI IAM
OCI IAM policy mechanics: statement anatomy, the verb-to-permission mapping, where conditions, dynamic group matching rules, instance and resource pri…
Read article →OCI Monitoring
A deep dive on Oracle Cloud Monitoring: auto-populated metrics from OCI services, Monitoring Query Language (MQL) for time-series filtering and aggreg…
Read article →OCI Networking
OCI networking in depth: the regional VCN, regional versus AD subnets, route tables, the gateway family, security lists versus NSGs, peering, DRG, Fas…
Read article →OCI Object Storage vs S3: Tiers, S3 Compatibility, Egress
How Oracle Cloud (OCI) Object Storage works: namespaces and buckets, Standard, Infrequent Access and Archive tiers, the S3 compatibility API, and egre…
Read article →Oracle Cloud Infrastructure Overview
What OCI is, its distinctive architecture (compartments, tenancy), and where it fits versus AWS/GCP.
Read article →OCI Vault, in depth: vault types, key protection modes, envelope encryption, secrets, rotation and IAM
How Oracle Cloud Infrastructure Vault works and how to use it: virtual private versus default vaults, HSM, software and external key protection, AES, …
Read article →OKE (Oracle Kubernetes Engine), in depth: basic vs enhanced clusters, node types, VCN-native pod networking, workload identity and upgrades
How Oracle Kubernetes Engine works and how to run it well: what the managed control plane covers, basic versus enhanced clusters, managed, self-manage…
Read article →Microsoft Power Platform, in depth: environments, Dataverse, connectors, DLP, solution ALM and API limits
Microsoft Power Platform as an engineering system: environments and Dataverse security, connectors and connection identity, DLP and Managed Environmen…
Read article →Vercel Analytics + Speed Insights, in depth: data flow, Next.js setup, privacy and redaction, custom events, Core Web Vitals scoring and failure modes
How Vercel Web Analytics and Speed Insights work and how to use them well: first-party script and intake paths, Next.js App Router setup, request-hash…
Read article →Vercel Edge Functions: Runtime, Limits, Pricing
Vercel Edge explained: how Edge Functions run in V8 isolates, cold starts, middleware, streaming, size and CPU limits, pricing, and when to pick edge …
Read article →Vercel KV, in depth: what became of it, Upstash Redis over HTTP, migrating @vercel/kv, caching, rate limits and cost
Vercel KV was retired and its stores moved to Upstash Redis in December 2024. How Redis over HTTPS works from Vercel functions, migrating @vercel/kv c…
Read article →Vercel Postgres (Neon), in depth
What Vercel Postgres means now that stores have moved to the native Neon integration: Neon's compute, safekeeper and pageserver architecture, poo…
Read article →Azure VM Scale Sets, in depth: Flexible versus Uniform, health signals, rolling upgrades, autoscale without flapping, scale-in, repairs and Spot mixes
How Azure Virtual Machine Scale Sets work and how to run them: Flexible and Uniform orchestration, the model and instance split, the Application Healt…
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