Tokens vs. Embeddings: Two Completely Different Things
Tokens count text, embeddings represent meaning – why the two are often confused and what makes the crucial difference.
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System Engineer · AI · Embedded · Cloud · Open Source
AI Security: When 5% Errors Suddenly Become 40% Garbage
What happens when AI builds on its own flawed output – and why prompt injection makes the problem even worse.
Digital Sovereignty: What Happens When Someone Pulls the Plug?
Digital dependency is an operational risk – why sovereignty doesn't mean moving everything out of the US, but staying capable of action.
K3s vs. K8s: The Uncomfortable Truth (Without the Hype)
K3s IS Kubernetes – not light, not for beginners. Why the K8s hype often has more to do with incentive structures than technology.
Transformers: Impressive, but Really the Future?
Why the Transformer architecture hits its limits with simple arithmetic and why a paradigm shift is needed.
App::karr v0.100
ReleaseKanban Assignment & Responsibility Registry
App::karr v0.101
ReleaseKanban Assignment & Responsibility Registry
App::karr v0.003
ReleaseKanban Assignment & Responsibility Registry
IO::K8s v1.009
ReleaseObjects representing things found in the Kubernetes API
Langertha::Skeid v0.001
ReleaseDynamic routing control-plane for multi-node LLM serving with normalized metrics and cost accounting
Net::Async::Zitadel v0.001
ReleaseAsync Perl client for Zitadel identity management (IO::Async + Future)
WWW::Zitadel v0.001
ReleasePerl client for Zitadel identity management (OIDC + Management API)
WWW::VastAI v0.001
ReleasePerl client for the Vast.ai REST APIs
Adam v1.003
ReleaseThe patriarch of IRC Bots
Langertha v0.306
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha v0.307
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha::Knarr v0.005
ReleaseLLM Proxy with Langfuse Tracing
Langertha::Knarr v0.006
ReleaseLLM Proxy with Langfuse Tracing
Langertha::Knarr v0.007
ReleaseLLM Proxy with Langfuse Tracing
Kubernetes::REST v1.102
ReleaseA Perl REST Client for the Kubernetes API
Net::Async::Kubernetes v0.006
ReleaseAsync Kubernetes client for IO::Async
Adam v1.002
ReleaseThe patriarch of IRC Bots
IO::K8s v1.007
ReleaseObjects representing things found in the Kubernetes API
IO::K8s v1.008
ReleaseObjects representing things found in the Kubernetes API
Kubernetes::REST v1.101
ReleaseA Perl REST Client for the Kubernetes API
Langertha v0.305
ReleaseThe clan of fierce vikings with and to AId your rAId
Adam v1.000
ReleaseThe patriarch of IRC Bots
Adam v1.001
ReleaseThe patriarch of IRC Bots
Langertha v0.304
ReleaseThe clan of fierce vikings with and to AId your rAId
Net::Async::MCP v0.002
ReleaseAsync MCP (Model Context Protocol) client for IO::Async
Net::Async::NATS v0.002
ReleaseAsync NATS client for IO::Async
App::codefork v1.000
ReleaseWorlds dumbest code forker
IO::Socket::HappyEyeballs v0.002
ReleaseRFC 8305 Happy Eyeballs v2 connection algorithm
IO::Socket::HappyEyeballs v0.001
ReleaseRFC 8305 Happy Eyeballs v2 connection algorithm
MCP::K8s v0.002
ReleaseMCP Server for Kubernetes with RBAC-aware dynamic tools
Net::Async::NATS v0.001
ReleaseAsync NATS client for IO::Async
Kubernetes::REST v1.100
ReleaseA Perl REST Client for the Kubernetes API
Net::Async::Kubernetes v0.005
ReleaseAsync Kubernetes client for IO::Async
Langertha::Knarr v0.001
ReleaseLLM Proxy with Langfuse Tracing
Langertha::Knarr v0.004
ReleaseLLM Proxy with Langfuse Tracing
IO::K8s v1.006
ReleaseObjects representing things found in the Kubernetes API
Langertha v0.303
ReleaseThe clan of fierce vikings with and to AId your rAId
IO::K8s v1.003
ReleaseObjects representing things found in the Kubernetes API
IO::K8s v1.004
ReleaseObjects representing things found in the Kubernetes API
IO::K8s v1.005
ReleaseObjects representing things found in the Kubernetes API
Kubernetes::REST v1.003
ReleaseA Perl REST Client for the Kubernetes API
Kubernetes::REST v1.004
ReleaseA Perl REST Client for the Kubernetes API
MooX::Cmd v1.000
ReleaseGiving an easy Moo style way to make command organized CLI apps
Net::Async::Kubernetes v0.003
ReleaseAsync Kubernetes client for IO::Async
Net::Async::Kubernetes v0.004
ReleaseAsync Kubernetes client for IO::Async
Langertha v0.301
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha v0.302
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha v0.300
ReleaseThe clan of fierce vikings with and to AId your rAId
Alien::sqlite_vec v0.001
Releasesqlite-vec SQLite extension for vector search
Langertha v0.202
ReleaseThe clan of fierce vikings with and to AId your rAId
MCP::Run v0.001
ReleaseMCP server with a command execution tool
Math::Vector::Similarity v0.001
ReleaseCosine similarity, euclidean distance and other vector comparison functions
MCP::K8s v0.001
ReleaseMCP Server for Kubernetes with RBAC-aware dynamic tools
SQLite::VecDB v0.001
ReleaseSQLite as a vector database using sqlite-vec
IO::K8s v1.002
ReleaseObjects representing things found in the Kubernetes API
Kubernetes::REST v1.002
ReleaseA Perl REST Client for the Kubernetes API
Langertha v0.201
ReleaseThe clan of fierce vikings with and to AId your rAId
File::SOPS v0.002
ReleasePerl implementation of Mozilla SOPS encrypted file format
Langertha v0.200
ReleaseThe clan of fierce vikings with and to AId your rAId
Kubernetes::REST v1.001
ReleaseA Perl REST Client for the Kubernetes API
Langertha v0.100
ReleaseThe clan of fierce vikings with and to AId your rAId
Net::Async::MCP v0.001
ReleaseAsync MCP (Model Context Protocol) client for IO::Async
WWW::Bund v0.002
ReleasePerl client for German Federal Government APIs (bund.dev)
Net::Async::Kubernetes v0.002
ReleaseAsync Kubernetes client for IO::Async
IO::K8s v1.001
ReleaseObjects representing things found in the Kubernetes API
IO::K8s v1.000
ReleaseObjects representing things found in the Kubernetes API
Kubernetes::REST v1.000
ReleaseA Perl REST Client for the Kubernetes API
Net::Async::Kubernetes v0.001
ReleaseAsync Kubernetes client for IO::Async
WWW::Bund v0.001
ReleasePerl client for German Federal Government APIs (bund.dev)
Net::Async::Hetzner v0.003
ReleaseAsync Hetzner API clients for IO::Async
WWW::Hetzner v0.100
ReleasePerl client for Hetzner APIs (Cloud, Storage, Robot)
WWW::Docker v0.100
ReleasePerl client for the Docker Engine API
WWW::Docker v0.001
ReleasePerl client for the Docker Engine API
WWW::Hetzner v0.003
ReleaseComprehensive POD documentation for all API modules
Alien::Gettext v0.001
ReleaseInitial release
Crypt::Age v0.001
ReleasePerl implementation of age encryption (age-encryption.org)
File::SOPS v0.001
ReleasePerl implementation of Mozilla SOPS encrypted file format
WWW::ARDB v0.002
ReleasePerl client for the ARC Raiders Database API (ardb.app)
WWW::MetaForge v0.002
ReleasePerl client for MetaForge gaming APIs
WWW::Hetzner v0.002
ReleaseRefactored POD, PodWeaver compatibility
WWW::Picnic v0.100
ReleaseResult classes, 2FA support, CLI tools, localization (en/de/nl)
WWW::Hetzner v0.001
ReleaseInitial release — Cloud API + Robot API + CLI tools
WWW::Picnic v0.002
ReleaseRepository migration
WWW::ARDB v0.001
ReleasePerl client for the ARC Raiders Database API (ardb.app)
WWW::MetaForge v0.001
ReleasePerl client for MetaForge gaming APIs
WWW::DNSMadeEasy v0.100
ReleaseHTTPS endpoints, default API v2.0, ManagedDomain and Monitor classes
Data::Coloured v0.003
ReleaseLatest release
MooX v0.101
ReleaseLatest release
WWW::Chain v0.101
ReleaseSwitch to Dist::Zilla::PluginBundle::Git::VersionManager
AnyEvent::ITM v0.100
ReleaseDebug ITM/SWD stream deserializer for AnyEvent
Langertha v0.008
ReleaseAdapt Mistral OpenAPI spec
Langertha v0.007
ReleaseAdding DeepSeek API
lib::absolute v0.100
ReleaseConvert all paths in @INC to absolute paths
Langertha v0.006
ReleaseMore structured examples
Langertha v0.005
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha v0.004
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha v0.002
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha v0.003
ReleaseThe clan of fierce vikings with and to AId your rAId
Langertha v0.001
ReleaseInitial release
WWW::Chain v0.100
ReleaseCleanup, smaller API correction
WWW::Chain v0.007
ReleaseA web request chain
WWW::Picnic v0.001
ReleaseInitial release — basic API functionality
WWW::Chain v0.004
ReleaseA web request chain
WWW::Chain v0.006
ReleaseA web request chain
WWW::Chain v0.005
ReleaseCookie jar, LWP useragent shortcuts
AnyEvent::ITM v0.003
ReleaseDebug ITM/SWD stream deserializer for AnyEvent
DBIx::Class::HashAccessor v0.001
ReleaseInitial release
MooX::Cmd v0.017
ReleaseLatest stable release
AnyEvent::ITM v0.002
ReleaseDebug ITM/SWD stream deserializer for AnyEvent
Locale::Simple v0.019
ReleaseLatest stable release
App::codefork v0.001
ReleaseWorlds dumbest code forker
Data::Coloured v0.001
ReleaseInitial release
MooX v0.001
ReleaseInitial release
WWW::Chain v0.003
ReleaseA web request chain
WWW::Chain v0.001
ReleaseInitial release
lib::absolute v0.004
ReleaseConvert all paths in @INC to absolute paths
Locale::Simple v0.001
ReleaseInitial release
MooX::Cmd v0.001
ReleaseInitial release
WWW::DNSMadeEasy v0.001
ReleaseInitial release
App::Shotgun v0.001
ReleaseInitial release