Brandwatch AI: Speed Layer vs Trust Layer
Compare Brandwatch's AI speed features—Ask Iris, Query Writer, and AI summaries—with the governed checks that make social insights trustworthy before teams act.
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Visual explainers
Engineering ideas, drawn out
Visual introductions to the engineering concepts behind the tools we use.
Application Security as a Closed Loop: Discover, Govern, Protect, Learn
Application security is a closed loop: discover and prioritize risk, govern access and agent behavior, protect at runtime, then investigate and feed findings back into the next cycle.
AG-UI as the Agent–UI Contract Layer
AG-UI is a typed event contract between an agent backend and a frontend, turning streamed agent state into UI. This diagram maps the layers and shows where human review plugs in.
How to Prepare Your Site for the Agentic Browser
A five-step readiness checklist for teams whose sites are increasingly visited by AI agents: expose callable functions, verify bot traffic, measure real-user speed, and control crawler load.
Tomcat 11: Lenient vs Strict Defaults, Side by Side
A side-by-side comparison of legacy Tomcat defaults and the strict defaults in Tomcat 11, showing which behaviors change and what to verify before you upgrade a Java web tier.
Buildkite's Hybrid CI Model: Hosted Runners vs Self-Hosted Agents
Buildkite splits CI into a hosted control plane and agents you run on your own machines. This comparison weighs that self-hosted agent model against fully hosted runners so you can pick the right fleet.
What Is an AI Factory? Power In, Tokens Out
An AI factory is a fixed power and cooling budget converted into model output. This explainer maps its four parts and the throughput-per-watt trade-offs that connect them.
Anatomy of a Bug Bounty Pipeline: From First Report to Upstream Patch
An architecture view of a bug bounty program: scope, triage, validation, containment, durable fix, and payout, plus the loop that turns each report into stronger defaults.
Where BPF Hooks In: Choosing the Attachment Layer
BPF is not one hook but a set of attachment points, and each one sees different traffic. This diagram maps XDP, TC, socket-level BPF LSM, and sched_ext so you can pick the layer that can actually enforce your rule.
Bot Management as an Adaptive Control Loop
Bot management is an architecture, not a rule list: classify traffic, score it with continuously retrained models, enforce with challenges or blocks, then feed the outcomes back into the model.
- How it worksAuditabilityBoard of DirectorsComplianceData GovernanceDecision-MakingEngineering Management
How a Board of Directors Works: The Governance Control Loop
Boards of directors turn ownership into a governance control loop: shareholders elect directors, directors set strategy and guardrails, committees verify independently, and management executes inside those limits.
Bloom Filters: The Cheap Gate Before the Expensive Question
A Bloom filter is a small bit array plus a few hash functions that answers "has this been seen?" with no false negatives and a false-positive rate you choose up front.
How Blackwell Serving Turns Peak FLOPs Into Cheap Tokens
Blackwell inference is a pipeline, not a chip upgrade. This explainer walks five stages — fleet validation, batching, KV caching, low-precision kernels, and speculative decoding — that turn peak FLOPs into cheap tokens.
Apache Lucene Scoring: BM25 Relevance vs StableTfl Consistency
A comparison of Apache Lucene's BM25 scoring and StableTfl for paginated search: BM25 maximizes relevance, while StableTfl trades a small relevance drop for consistent ranking across replicas and pages.
The bfcache Trade-off: Instant Restores vs Silent Misses
bfcache freezes page snapshots for instant back/forward navigation, but unload listeners, cache headers, or third-party scripts can silently disable it. This explainer maps the trade-offs and the metrics that reveal them.
Argo CD: The Reconciliation Loop Between Git and Your Cluster
Argo CD is a GitOps controller that treats Git as the desired state and continuously reconciles it against what actually runs in each cluster. It maps the parts of that loop and why pull-based agents change its scale.
The API Gateway Boundary: Where Protocol, Policy, and Protection Meet
The API gateway is the single boundary where protocol translation, auth, quotas, and routing become shared policy instead of per-service code. This layered diagram shows what belongs there and why.
Streaming ASR vs. Batch ASR: The Buffer-Latency Trade-off
Streaming and batch ASR pipelines compared: how input buffer length, speaker diarization, and where audio is processed trade latency against transcript quality and privacy.
Hybrid Agent Runtime: Antigravity SDK's Local and Cloud Split
Antigravity SDK's hybrid architecture separates planning from execution: a cloud model plans, local models run most tokens on-device. See how routing, execution, and the data boundary fit together.
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