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Technology with judgment: what actually moves the needle, no passing fads.
NIS2 entered force on 17 October 2024. Six months later, companies are in the trenches. I cover what has actually changed in operational security, what was paper theater, and where the directive still bites.
Cuando un LLM pasa de contestar texto a ejecutar herramientas, la superficie de ataque cambia de categoría. La inyección de prompts, la contaminación de memoria y el abuso de protocolos entre agentes son el nuevo OWASP Top 10.
Valkey 8.1 salió el 31 de marzo y marca el momento en que la alternativa comunitaria de Redis deja de ser experimento. Cuenta una migración real: qué cambió, qué se mantuvo igual, y dónde hubo sobresaltos.
Kubernetes 1.33 (Octarine) lands April 23. In-place pod resize moves to beta and ships on by default, sidecar containers finally reach GA, and several endpoint and security deprecations arrive that operators should review before upgrading from 1.32.
Después de años acumulando SBOMs, el cuello de botella es filtrar qué CVEs afectan de verdad. VEX aparece como la pieza que convierte el ruido en señal, y en 2025 empieza a tener adopción real en pipelines de supply chain.
Semgrep has grown into one of the most pragmatic static analyzers in the ecosystem. A look at why it works where other SAST tools fail, and how to fit it into a pipeline without turning it into noise.
Two years after Zero Trust stopped being a marketing word, it is worth looking at how it connects with the SIEM teams run day to day. A look at useful signals, avoidable noise, and the decisions that actually change security posture.
CodeQL lleva años siendo el motor de análisis estático de GitHub, pero su alcance real no siempre está claro. Balance de qué detecta bien, qué se le escapa y cómo conviene integrarlo en el flujo de revisión.
Nebula es una VPN peer-to-peer liberada por Slack en 2019 que ha ido madurando sin mucho ruido. Explico cómo funciona, cuándo tiene sentido frente a WireGuard o Tailscale, y qué aprendí desplegándola entre varios nodos.
Deno 2.0 salió en octubre de 2024 con una apuesta clara: compatibilidad seria con npm, pnpm, package.json y node_modules, manteniendo la identidad del runtime. Medio año después, miramos qué ha supuesto para proyectos reales y dónde sigue cojeando.
NIST published the final post-quantum cryptography standards in August 2024. Six months on, it is time to move from headline to plan: crypto inventory, crypto-agility, a realistic timeline, and the typical mistakes of teams jumping in now.
WASI 0.3, also known as preview 3, was ratified on June 11, 2026, adding native asynchronous concurrency to the WebAssembly component model through streams, futures, and async functions. It fixes old fragmentation across languages and runtimes, enables real composition between Wasm services, and paves the way for cooperative threads planned in upcoming 0.3.x releases.
Meta publicó Llama 3.2 con modelos tan pequeños como 1B y 3B, pensados específicamente para ejecutarse en dispositivos. Análisis de qué pueden hacer realmente y cómo se comparan con las alternativas.
Cloudflare Workers turned eight in 2025 without slowing down: it now ships D1 for databases, R2 for egress-free storage, Durable Objects for distributed state, and Workers AI for running models without managing GPUs. It remains the fastest option for edge logic; for large in-memory processes or strict global consistency, other platforms fit better.
Qualcomm, Intel and AMD Copilot+ processors have normalised the presence of an NPU in everyday PCs. A 40 TOPS NPU can run quantised Phi-3 Mini drawing just 5-10 W, versus 40-50 W for a laptop GPU doing the same task. What actually changes for running AI models locally, and when it is worth it.
M3 and M4 solidified the Apple Silicon advantage: unified memory up to 128 GB shared across CPU, GPU, and Neural Engine; 12 to 16 hours of real battery life; and a 38-TOPS Neural Engine that runs large language models directly on the laptop. The practical difference for developers is measurable.
Vector is the Datadog observability agent, written in Rust with its own transformation language VRL. Typically 30-100 MB memory, handling logs, metrics, and traces from dozens of sources. The right choice when pipelines are too complex for Fluent Bit and a modern alternative to Logstash.
Terraform 1.6, 1.7, 1.8 y 1.9 han traído import blocks, removed, ephemeral values, un framework de tests nativo y el preview de stacks. Mientras tanto, OpenTofu consolida su fork tras el cambio a BSL.
IEC 62443 is the international cybersecurity standard for industrial control systems (ICS) and OT networks. Its four series blocks define security zones and conduits, four protection levels (SL 1-4) and seven foundational requirements. NIS2 pressure is accelerating adoption across Europe. IT teams need to master it to coordinate network segmentation, monitoring and incident response with OT environments.
eBPF-based continuous profiling captures CPU flame graphs for every process on a Linux node around the clock, without instrumenting code or restarting services, at under 1% overhead. Parca covers the whole cluster, Beyla adds automatic HTTP/gRPC metrics and traces, and Pyroscope brings native per-language detail to the most critical services.
In August 2024, NIST published its first finalized post-quantum cryptography standards: FIPS 203 (ML-KEM) for key exchange, FIPS 204 (ML-DSA) for digital signatures, and FIPS 205 (SLH-DSA) as a hash-based alternative. They replace RSA and ECDSA before a quantum computer can break them, and hybrid implementations are already live in Chrome and Cloudflare.
Industrial edge computing moves processing capacity from the centralised cloud to the plant floor, the machine, or the robotic cell. Local latency (10-50 ms) is critical for process control, machine vision, and safety systems: it is a physical limit that bandwidth alone cannot solve. OPC UA, K3s, and private 5G now form a proven production-ready stack.
Trivy and Grype have spent years competing to be the default container scanner. Trivy broadened its scope to IaC, Kubernetes, and Git repos in one binary; Grype specialised in SBOM precision and lower false-positive rates. After a year of intensive CI use with real images, here is a side-by-side breakdown of where each one wins.
Kubernetes 1.30, released in April 2024, brings ValidatingAdmissionPolicy to general availability, eliminating the need for external webhooks for CEL-based admission policies. It adds pod scheduling readiness to control when a pod enters the scheduling cycle, and job success policy to define which index combination counts as success in distributed indexed Jobs.
