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Simple, the octoplasm uses tentacles to fetch pebbles from the pebble beds. octoplasm - (shell input compressor) will determine the best possible usage for any given command along with it's parameters based on usage information collected by the salsa behaviour profiler. The usage information contain statistics that when analyzed can be used to dynamically create configurations based on the consumer application from which octoplasm can deduce the most recent, best fit command to execute. parameters along with a label matching the command are used to identify which command to execute. the history and weight determined by the profiler will eventually change a specific instruction with full set of parameters into a simpler tagged form of instruction. e.g. tail -f /var/log/apache/access.log | grep '2012' could become op l apache 2012 pebbles - (self maintaining, learning capable scripts) these are what octoplasm will use to group together the most common forms of commands into a type heirarchy or ontology. the logstreamer.sh pebble is semantically named as a parent group for programs that can be used to search logs e.g. tail, grep, zgrep the octoplasm example above makes use of the logstreamer.sh pebble in the following manner: - op links to one of the tentacles, cmd.sh, ssh.sh - l matches logstreamer.sh semantically - apache and 2012 are parameters to the logstreamer.sh command logstreamer.sh takes from the config options such as which command to use for the search, tail, grep, zgrep. file types are also used to identify which programs/commands to exeute as children of the parent category in the ontology. tentacles - (interfacing workers) these facilitate what needs to be done in order to execute the commands in a cloud, where the cloud is any method used to expose the pebble. will contain files like: - cmd.sh local script execution - ssh.sh remote script execution via ssh - http.sh remote script exposed via web server - xmlrpc.sh remote pebble exposed via xmlrpc - soap.sh remote script vi wsdl method - xmpp.sh remote vi xmpp issued commands beds - (pebble groupings) will form the parent category for pebbles e.g, - all security related pebbles will be grouped under inkbed - log type pebbles under logbed it's important to note that the grouping spans pebbles like tags/labels and an analyzer migh belong to the logbed or analysisbed salsa - (behavoral analyzer) every program is seen by salsa as a user or entity with sets of attributes worth learning from. think of the salsa program/service as the student of a dance lesson where the "instructor" attempts to teach salsa about it's particular style of dance i.e dance behaviour salsa will be a background process that checks all configured "insructors" or program entities and their associated watch points to learn from them what it needs in order to shape configurations for octoplasm. e.g. - apache as a profile will have it's apache/access.log and error.log watched and salsa will watch and analyze this to determin behavior. - a firefox entity profile might contain apache as a child entity on a developer install. - a user profile for the current developer might contain shell and firefox points to watch and determine behavior octoplasm will inturn check for the agent or instructor identifier to execute compressed commands against it for each. salsa will also be able to trigger focused contextual alerts based on behavior analysis hubot - (customizable lifetime embetterment bot) a developer helper chat session might look like the following: you action : (browse firefox, open your symfony application and you encounter a symfony error like, missinf sqlite extention) < salsa picks up on this in the apache error log and sends a message via octoplasm to codi > codi: it appears you have a symfony error < codi then queries octoplasm's webcrawler pebble and finds known solutions to this problem and presents a list of possible fixes. > codi: I have the following solutions - <a href=...> symfony framework forum content: install php5-sqlite - [HttpKernel] [FrameworkBundle] Memcache(d) Profiler Storage added stof added a note to src/Symfony/Component/HttpKernel/Profiler would you like me to attempt to correct this? < codi queries octoplasm's install pebble and uses information collected by salsa pertaining to your environment to determine best install route e.g. sudo apt-get install php5-sqlite based on os sig, os id command for ubuntu if this fails it takes a debug snapshot and submits this to a central knowledge base for storing problems and solutions in a specified format. (fix once never again kb server) eventually this knowledge base will grow to a terminal velocity to keep up with fixes to any known problem for codi to be able to find the right solution. > codi: The problem has been fixed, try a refresh of http://localhost/symfony you: thanks codi guy codi: no probs programmer dude man what can't fix his own apps ;) The humanized speech component obviously lending to AIML proflie