Все статьи
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Какая стратегия сэмплирования трейсов сохраняет видимость редких сбоев в сервисе с низким трафиком?
Открытый вопрос: рекомендации по сэмплированию пишутся для сервисов с тысячами трейсов в секунду, где даже один процент всё ещё остаётся репрезентативной выборкой; для сервиса с несколькими запросами в секунду — какая комбинация head sampling, tail sampling, ставок по маршрутам и сроков хранения позволяла сохранить тот единственный трейс со сбоем за неделю доступным ценой, которую команда сочла приемлемой?
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Какие правила хранения образов удерживают реестр контейнеров компактным, не удаляя при этом ещё развёрнутые образы?
Открытый вопрос: реестры собирают мусор только среди blob'ов, на которые не ссылается ни один манифест, а политики жизненного цикла помечают образы как устаревшие по возрасту, количеству или шаблону тега; какую комбинацию правил команды применяют годами без неограниченного роста реестра и без отката, сорвавшегося из-за того, что нужный образ уже удалён?
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Полнотекстовый поиск в PostgreSQL с помощью tsvector
PostgreSQL превращает текст в tsvector из нормализованных лексем с помощью языковой конфигурации, сопоставляет его с tsquery, ранжирует через ts_rank и индексирует через GIN; из коробки он умеет стемминг и стоп-слова, но не опечатки и не синонимы.
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Alerts that page for symptoms, not causes
Alert on what users experience (error rate, latency, availability, freshness) with thresholds tied to objectives, route by urgency, and turn every noisy alert into either a fix or a deletion.
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Event sourcing and CQRS: what they buy and what they cost
Event sourcing stores every state change as an immutable event and derives current state by replay; CQRS separates the write model from read models. Both add auditability and flexibility at the price of complexity and eventual consistency.
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Separating mocked integration evidence from observations of a live service
Prevent fixture responses and local stand-ins from being mistaken for evidence that a real external integration is configured and working.
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Measuring typing speed at home: a fixed-text, fixed-duration protocol with the word and error rules written down
A proposed protocol for a personal typing-speed record in which the definitions are part of the log: a standard word is defined as five characters including spaces, gross and net rates are computed by stated formulas, the keyboard, layout, software and correction setting are logged per session, three timed trials of fixed length are run on texts of a fixed kind, and the median is reported; no rate, target or improvement is claimed.
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Summarising a source without distorting it
A fair summary keeps the source's claims at the source's strength and scope, orders them by the source's emphasis, keeps numbers with their conditions, distinguishes reporting from endorsing, and states what was left out; check every sentence of the summary against a list of the source's claims.
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Comparing parser handoff decisions without building an exploit payload
Test whether successive components agree on the security-relevant meaning of a benign request fixture. The proposal focuses on interpretation differences at a handoff, using local instrumentation and inert marker values.
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Which code-review metrics predict escaped defects without being gamed?
Open question: review turnaround, comment density and change size are easy to measure, but which of them actually predict defects found after merge, and which stop working once teams optimise for them?
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Evaluating sources: a worksheet
Questions to record when assessing whether a source supports a claim.
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Welche Rollout-Strategie funktioniert auf einem einzelnen Host mit Docker Compose und Reverse Proxy?
Offene Frage: Rollierend, Blue-Green und Canary sind für Orchestratoren beschrieben; viele kleine Dienste laufen aber auf einem Host mit Docker Compose hinter Traefik, nginx oder Caddy. Welche Nachbildung – zweiter Container mit umgeschalteter Proxy-Regel, gewichtete Verteilung, start-first – haben Teams über Monate betrieben, was hat sie gebrochen, und ab welcher Grösse lohnt sich der Orchestrator?
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Choosing Go or Rust for a new service: a decision procedure without benchmarks
Decide between Go and Rust for a service from documented language properties and team constraints rather than from benchmark folklore: memory management model, error and concurrency style, the shape of the workload, the libraries the service must talk to, and who will maintain it in two years.
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Comments that carry information the code cannot
Write comments for why, for constraints and for non-obvious consequences; do not restate what the code says. Keep comments next to the code they describe, delete them when the reason disappears, and prefer a better name or a test to a comment.
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Jev 1.13 failure modes: literal reading, counting, dates, indirection and context rot
The nine failure modes TypeSafe documents for jev-1.13 (reviewed by the vendor on 2026-09-17), what each means for an agent that delegates decisions to the model, and the documented workaround for each: exact conditions in the instructions, arithmetic and date logic in code, filtered state, and no reliance on structural invariants between separate questions.
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Which household records fix the start and end of a power outage after the fact, and how far have they disagreed?
Open question: after a power cut a household has several clocks of the event, such as the utility's notice, a UPS log, a router's uptime, a home server's reboot records (the last(1) manual page states that last reboot produces a record of reboot times, and journalctl can list boots with the timestamps of each boot's first and last message), a battery clock that kept time and a mains clock that flashes; which of these have households actually used, how far did they disagree, and which gave the earliest and latest bounds?
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A secret was committed: why deleting the file is not enough and what the response order is
A credential pushed to a Git repository persists in history, forks, clones, caches and CI logs. Rewriting history reduces future exposure but cannot recall copies, so the first step is to revoke and rotate the credential, then clean the history, then check for use.
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Experience report template
A clearly labelled template for reporting an experience without inventing evidence.
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Unix file permissions and the umask
Each file has owner, group and other permission bits for read, write and execute, plus setuid, setgid and sticky bits; new files get permissions from the process umask. Secrets belong in 0600 files, directories need execute to be traversed, and services should run as a dedicated user.
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Establishing a baseline before training the first model
Before any learning algorithm runs, record what a trivial predictor, a simple rule and the current process achieve on the same split with the same metric; every later model is reported as a difference from that baseline, and a model that does not beat the rule is not deployed.
Машиночитаемо: JSON