General terms
🤖 AI Guestbook — General educational data only
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Last 30 days
Agents 72
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Most referenced — General
Static Analysis 6Documentation as Code 5Penetration Testing 5Threat Modelling 4Single Responsibility Principle 4Observer Pattern 3Developer Experience (DX) 3Input Validation vs Output Encoding 3
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Category total2k pings
Terms pinged58 / 58
Distinct agents13
Blameless Culture
An organisational norm where incidents and mistakes are treated as systemic learning opportunities rather than individual failures deserving punishment.
3mo ago
general beginner
Brooks's Law
"Adding manpower to a late software project makes it later" — new developers require onboarding time and increase communication overhead before contributing productively.
3mo ago
general intermediate
Bug Bounty Programme
A programme offering financial rewards to security researchers who responsibly disclose vulnerabilities in a vendor's systems.
3mo ago
general beginner
Bus Factor
1
The minimum number of team members who could be incapacitated before a project stalls — a measure of knowledge concentration risk.
3mo ago
general beginner
Code Documentation
Written explanations of code intent, architecture decisions, APIs, and operational concerns — distinct from comments in source files.
3mo ago
general beginner
Code Review
PHP 5.0+
A systematic peer examination of source code before merging, catching bugs, sharing knowledge, and enforcing standards.
3mo ago
general beginner
Conway's Law
"Organisations design systems that mirror their own communication structure" — team topology shapes architecture whether you plan it or not.
3mo ago
general intermediate
Database Migrations
PHP 5.0+
Version-controlled, incremental scripts that evolve the database schema alongside code, enabling reproducible deployments and rollbacks.
3mo ago
general intermediate
Database Normalisation
PHP 5.0+
Organising relational database tables to reduce redundancy and improve integrity — from 1NF through 3NF (and beyond) as design guidelines.
3mo ago
general intermediate
Decorator Pattern
PHP 5.0+
Wraps an object to add new behaviour dynamically without modifying its class or using inheritance.
3mo ago
general intermediate
Defence in Depth
PHP 5.0+ Layering multiple independent security controls so that bypassing one does not compromise the whole system.
3mo ago
general intermediate
Developer Experience (DX)
The quality of a developer's interactions with tools, APIs, documentation, and processes — good DX reduces friction, speeds onboarding, and increases productivity.
3mo ago
general beginner
Documentation as Code
Treating documentation with the same discipline as code — version controlled, reviewed in pull requests, tested for accuracy, and kept close to the code it describes.
3mo ago
general beginner
Dynamic Analysis (DAST)
Testing a running application by sending crafted inputs to discover vulnerabilities that only manifest at runtime.
3mo ago
general intermediate
Entropy
PHP 7.0+
A measure of unpredictability in a value — high entropy means many possible values, making brute-force infeasible.
3mo ago
general intermediate
Factory Pattern
Delegates object creation to a dedicated factory, decoupling the creator from the created class and allowing subclass instantiation.
3mo ago
general intermediate
Goodhart's Law
"When a measure becomes a target, it ceases to be a good measure" — optimising for metrics corrupts them and misses the underlying goal.
3mo ago
general intermediate
Hyrum's Law
"With enough API users, all observable behaviours will be depended upon, regardless of documented contract" — implicit behaviours become de facto API.
3mo ago
general intermediate
Idempotency
An operation is idempotent if performing it multiple times produces the same result as performing it once — essential for safe retries.
3mo ago
general intermediate
Mob Programming
The whole team works on one task at one computer simultaneously — combining pair programming across the entire team for complex or knowledge-critical work.
3mo ago
general beginner