AI engineer · available for focused builds
I build AI systems that feel fast, useful, and production-ready.
Hertzfelt Labs designs and ships applied AI workflows: agents, voice interfaces, retrieval systems, automation layers, and product prototypes that move from research to real users.
agent-runtime.ts
const build = await agent.run({
goal: ‘ship useful AI’,
tools: [‘voice’, ‘rag’, ‘automation’],
latency: ‘human-speed’
})
14 ms
routing overhead
4.8×
workflow speedup
|
|
#%%%#+-..-+#%%%%#*=: .-+#%%%%#*=: :=*#%%%#*=: :+*%%%%*=:.-+#%%%#+: -+#%%%#+: -+#%%%#+: -+#%%%#+- :+#%%%#*=..-+#%%%#+-..=*#%%%#+-..=*#%%%#+-..=*#%%%#+: -+#%%%#=:.-*%%%#+: -*%%%#+:.=*%%%*=..=*%%%#=: -+# %%+:=%=. +#-+%#%%%%.*#+ .##..*%*:%%%#*%-=*::.*%-=%%#.%%%++%=--:+:*%*%%%#:%#=.=%- =##.%%%#*%==+ =.##+#%%++%#-:##..*%++%%%*%*:+ =:*%*%%%++%+ .%*:+%%:#%%==%-:.**.%%%##%.+:-:*%+%%%=+%= .%+:*%#.%%*:*# +#= %+ %##+.%:%..#%*-:% #-=%*#:#%--**%:%-%%=:*%# %*##:#-%:.#%*--%.#=+%+%:%%+ +%%:%+%+=#.%:=*%% =%**-%%+%:%=*=.%+*=%%-:*%# %%*+ %.#-*%+%.%#*=.%+++%%:-##+.%%*=-%:++#%:%=%=-#:% #*#%.%=#:-%+%:%%+=:%==+%%.*##: %.%#%## *#-% *+-% +:--%+## %=##:%+%%%=#-*%-%:+#:% --==%**%.%*#%:%+%%*+=::% %==#.%+*%.%#%%%-*==% %=-#.%+*% %#%%#++::%.%+=%.%*#%:%=*%-%.-==*%%%%:#=+%.%-=# %+#%-%:*#-%.+=.#*%%%** -*.%=##:%-##=% *+.%-%#+% %.%%%.%-*+%#=+%%.%=-:%=%+#::##.-%-%#%:*=%-%%==%%=#:#:%%#:%+-#** ##%.%.:*%=-*#%:%::+%=**##.%=:-%=#+#+ %*-:%*%-%+:%*+.%#%:%+=#*#.%%# %**+=%.%%# +##::%-%+%: %#= %#%.%++#+% %%#.*%*: %-%+#= %++:%%*:%%+* %. %*+# -%+#%+.%==%%.%=:=%+%%*+=-:%#%*% -=*:%%+*#.-%+#%*:%=-%%.%# :%=#%%-#.-+%#%%*====#%%*%==.#-%%%+%-:+%:%%*-%-.#%:%%=:%-:%%:%%-.%==%%=#%: #*=%%+*#:.*#=%%#=#-:-%+%%% #=: %+#%%-*+.:##*%%#-* --%*%%% *--.% %%%%%%%*::#%#- -+***+++*%%%= *%%*=:....:. :+#%#:-#%%##******+- =#%#-:*%%%%%%%%%%#+::*%%+.-*%%%%%%%%%#*+-.+%%#-:+%%%##*+++==-: -+#%%+ =#%%*-..-=++***#%%%%#+.-*%%*::+#%%%#*+==-:. .:=*%%%*-.+%%#= -+#%%%% %=..-+*+ *%+:-+##* #%*=+#%%* #%**#%%%*.#%#%%%%%+-%%%%%#%%-=%%%#**%#.+%#*--*%+:++- .:#%:::.==:+%+::+##+-%#**%%%*.%%%%%#%# #%%*==%#.++-.::##: :+#+.%#+*%%%*-%%%%##%==##+::*%-:- == ##=-*%%+-%%%%%%%-+%%*-- %:%%.*-.%%+%.-%-%=:#*%#+:**#%.=*#%%= *=%*-%:%%-+= %%=%.*% %..%##%..%:%+.%+%%.-#-%%.%=%%.++-%%-%-%%.*=:%%=%:#%:#-.%%+% #%=*-=#%** %##+-##%#:.%-%-.%##%.=%=% -#%#*:#*%*.%*%% .%.%:.%###-+###.#+%%. % %-.%# %+%=%*:=%-=%==*#+%-%%# %:-.%.%+%#%-%#:*%=+*:#==+%.%%%-%=#=-.%:+%*=#**%:%%#:%-*:*.%-*%#-##*%:%%%:%=#-=:%-+%=*+++%.%%%+%=%#:#%**#.%:-.#.#==%==+*=%.%%%+%=#%:%#%#%.%*+#+*%*:%:#-::%-+*.%..:%.%-+%+=++=% #*# %%:%#:*%=+#:#==+% %%%:%-*.*.%-#%% %#=*#=**-%+-*%.%%#-%.*:*-%-%%%.%+::%.###+%+##==%==%*.%%-#%+=#-+*#*%+##*:%==*%.%%*:%:.*%-%%*-%:=*%=%#*+#:**#+%****-##**%++*+=##+##+-#++#%=#*=.#=##%=%-+.%=%#%:% +-%=%*# %% *.:%%*%::%+#+:**%#*-+#+%--#+%%--* %%-%:*%:#.-%#%#+.##*%.-#*%%::#.%%-%-*%+*-=+%%+%.+%.%+.%+%%++:*+%#-%:#%:#--##%*%-:%.%%:#=*%#++=.%%#%-.##+%=:%=%%=*:+=%%+%..%*#%::%=%%-* ++%%+% .%+#%::%=%%-*.+=%%+%. #%%+:%%**#%%%+:%%##%%%%+:%%%%%%%%*:#%%%%%%%*.#%%%%##%#.*%%%%##%%-=%%%%#*#%*:#%%%#*#%%-+%%%%###%#.*%%%%%#%%*.*%%%%%%%%*.*%%##%%%%#-=%%+=+*###=:#%*: :-=-.=%%-:=+=:..-*%#.=#%%#***%%* *%%%%%%%%%+ *%#+==* #-:#%%#++=++++=.:*%%=.+#%%%%%%%%%#= +%%+.:-==----+#%%=:*%%#***####+:-#%*:-+*#**++*%%#-=%%%#*##%%#*:=%%+.:==-:..-*%#-=#%%%%%#%%%+:#%%**#%%%#=.#%*-..:-==:-#%+ =++-:.:+%%--*%%%#**#%#.+%%%%%%%%%+.#%#**#%% #+%:.#**%%.*:=:%#%##-.*=#%%=%: #%:%#.*#-%%=#*..%+%%%-===#%%*%.:*#=%%-#+:%%.%*:=%+%%=*:+:%%##*-=%.%%-+#-%%:#+-=##%%:+=*+%%=%--%#*%:.%+%%*+:*.%%+#=.#%=%= %+%%*+:+.%%+#- %#+%- %+%%++.*:%%=%::%**% :%+%%:+ *%:*%-*%%-# #-%%*-%*:%*= #+%=%.:+%.#%=+#%+*:%:%%%:%--#%==#+#+%+=.%:%%#:%+=#%+-#*#+%++.%:%%#:%--#%:*%++%%+#**.#*%+%=*.%-%%%-%.-+%-%%*=%=.#%-#%=+%#.%#:=%:*%%.%*::% #%%.%=- %.%%%:%--:%:%%%-%.=-%-%#%=% *= +#:%%%#% %**%.%+*%+=-=:%.#+:%:%=.+#*%#-%=%#=%-%%%+%-#%=%:*#+%=.-#.%-+#.%:--*=%+=%:%+=***%#-%=%*=#*#%%:%+%#:####%.%**#-#%#+%-%+-*#+%*:%-#---%-+*:%..:%.%-+%+=+*+% %#%*%-#%-%*%%% %**#=*%*-%:#::.%:**-%- = =-%+*=%%::#+%.%=%%--###.%*#%:#*#=:%%+# %+# :%%=#-%=*=.%#=**%-+*.%+=*#%=-#.%=-#%#=:%:%-:%%**:%+%-:%%*%:%##+=%%*%.*%=#=+#%#=-%-#.:%%+%.%%*+=#%##-=%:#..%%+% #%+*=*#%*=:%=%::%%*% +%-#.-#%*#.###*:#*%#: %:% -.#%=+%%#.%%%+=%+:-.+==%**%%%-*%%=:*%::.**.#%#%%%#:#%+:-%*..=#*:%##%%%*-%#+:-%*..=#*:%%#%%%%.#%#=-*%-=--+==%*+#%%#.%%%%*#%=+#*-.-%#:::+*==%#+#%%%-*%%%#*%#.*#*:.=%* - -+-=%*-+#%%-+%%%%%%%:*%%#==#%.=+-. : -+#%%#*- -+#%%#+:.=*%%%*=.:+#%%%*=:.=*%%%%#+-.:=*#%%%%#*+=:.:=+#%%%%%#*=::=*%%%#+-:+#%%#=.=*%%%*=:-+*%%%%%%%#**+=:.-+*%%%#=.+#%%+:-+#%%%%#**++=-:.:=+#%%#-:+%%#=.:+*#%%%%%%%%%#+- -*%%*:-*%%#*=:. ..:- .##-*%%-#%*:-%- +%#-%%%+##:--*:#%%%#%:*=:==%+#%%*+%+.:%+-#%%:%%+-##.:#%-%%%+*%.-=#=#%%##%.+:*=#%%%#%:*:+:%#%%%#=*.+-%*%%%-*+--###%%%-*:=:%*%%%:*=-:%##%%*++:=+%#%#%:+.+:%#%#%.+ +.%#%#%-=.+-#%%*#*-.+++% %##- %-#-%%=%:%:+*=%:%+%#-#:%.+##% %*#- %+#=%%=++%--#%%.#%#.:%#*=%%==*%=-#%%.#%#::%*#=%%+*=%:*##%:%=***%-%#%-:%#+-%%#-%%**.%.%#**-%==+%#++%%=#:%-%%=**%-:+%-+*#%.%.=*%#-*%%:#-#=#%-##%:-+%.+#+%:% :*%*- :+* %=##:%-#%+%.=-:*#%%%+#.+*.%-##:%=%#+% *+-%-%*+%.%**%:#--*=%%%%#+=::**%%#%=#-=#-%*#%-%=*#:%+#%=%-##-%=%#+%:#+-%+%%%%++.:+*#%%#%-*+-%-%*+%:%**%:%==#.%+*%.%+#%+#:::=+%%%%-%=*%:%-+* %+#%-%:##=%.+-:*#% =*#%--=%.+#*%.%.=*%#-*%%:#=#=*%-#*%.:#%--##%.%=+**%.%%#.*##::%+%=%+-%+#-%%*=#%*-=%+**%%-%-%=#%+%+%-=##%:%%#==%+++%%+*#%-:#%#.%%#-=%+++%%=#+%.-#*%.%##*:%.%-*%+%:%**= %=*+%%-+*%= %%*-+%==+%%-%+%--#-% %* +% .+# %%#=%-:=#=#%%=#*.:#*=%%++%..#% %%*=%=.+%+#%%=*#.-%#-%%+=%-.#%=#%#=##:=%#-%%*+%+-+%**%%**%--+#+#%%#*%-+:*+*%%%#%=*+-+=%*#%%*+%*.:%*-#%%:%%#-+%:.+%*=%%%*%*-=.+:##*%%%-*#-::%+-#%%.%%*-+%..=#+=%%%* #%%#= =#%#+:.=*#%%%%%%%%%#*=.:+%%#= =#%%#+-.:-=+**##%%%%%#+:-*%%#=:+#%%#*=-:-=+**#%%%%%%#*+-=*%%%#+:+#%%%*=-+#%%%#*=:-+*#%%%%#*+-:-+*#%%%%#*+-.-=*#%%%%*+-.-+#%%%%*=:.=*#%%%*=:.=*%%%#+- -+#%%%*=.:+#%%% %%*:#%%+-+%+:+= :.+%=.:+#*.#%*#%%%#.%%%%**%+-#*=..*%=:.=**.#%**%%%*=%%%%##%-*#*-:=%*::=##-#%#%%%%+*%%#+*%+=+-*+=%#*%%%*+%%#=*%==-=*=*%*%%%%.#%*--%*..+#+=%#%%#%:*#-:.##:=%%*=%%%**%:=-:=.##+#%%*=%%+:+%: %**.+%%-%-#% ++ %%-%:%%+-+*%**=+%-#:-%%=%:%%=++=%#**=%*#.=%%+%:#%=*+=%%**=%*#:=%%+%-%%*+*#%*%=#%-**=%#**#%=**-%*+*%%-=#-%=**%%::%+%-##%%:*%**=%%+%:%##:=%%-#+%=+*.%=+*%% .%+%:%##%.###--%%=#-%=*= %*+=%% %:-.#.%-=%-+=+=% #####-#%=%+%%%.%**%-#%#=%-%+.=%=**:%.=:#:%-+%=*+++%-%*#%#:#%*%-%%%*%+#%+%*%%%=%##%=%#%%%=##*%-%**%+++*-%-#*-%-#+:*##%%-%+%%+%=%%##*.=#:%-+#.%=**.##%%%:%+#%-%-*%=%...*-%++#.%**%.%*%%#= %*++#.**#=%+*=# #*%+%=#-*.%+%*%-#:*-%=%#%:%.*=%=%##:%-+*%=%##:%++#%=##*=%#*#%++#*##%*#+#-%#%*%+*+%+%%#+%*=%%=+%*%#%+*=%=%%*=%#+%*#-%%%-%--#%=+#*%=%=:=%:%#*=*%*=:%.%%#.#*#+*%:#%%:%:#+%%=+%%:%:*-%#*-%*: #+%. %+%%++.*-%%=%:-%**#.:%*%%-==*+%#=%:+%+#*-=%#%%:=+*#%#=%:*%=%*-+%#%%:+**#%#+%-*%*#%-=%*%%**=#=%%###=*%=%%++%=#%##%--%*%%%-#:*=%%%##=:#+#%%+%=:*%.%%==%:+%#+%+.*#+%%+**:.%*%%%.+.+:%%%*%:.**+%%=#+.+% *.+%%*+*#%%#=:#%*:..-=+=.+%#-:==-...-#%*.+###*++*%%=-#%%%%%%%%#-+%%##%%%%%#-*%%*===+**+-*%%+=*###***#%%%++%%%%###%%%#*=+%%#==*%%%%%%%%%%%+:+%%*-:=+******#%%%*.+%%#=:.::::::-+#%%*:=#%%*=::.:::. :+#%#-: +=::#%+ -+=-:.:=#%+.*%%%%#*#%%+:#%%%%%%%%%=-#%#+=+*##*-=%%+:--::---*%%==*##*++*#%#-#%%%%##%%%+#%%%%%%%%#=#%%%%%%%%=#%%%%##%%-#%%%*+*%#:*##+-=*%+-*+-::-#%=:-.-=--%#-.:+**:+%*==#%%*.#%**%%%%==%%%%%%%%.* -.%#%#*:=%.%#.#++%%-*::%#%*#--%.%%:**=%%-#.-%#%#%-:#-%%=**=%%-#:=%#%#%=-%=%%+#*+%%+%=+%%%%#+*%*%#+%*%%*#+*%%%##=%%#%++%%#%=+%=%+-%*%%-=#-%%-%=%%:*+-%%=%-*%-#.-%%#%-:%=%+:%*%#-:#+%# #+%%+==*#%-*+*%** + .#%==%#.%#.=%:*%%:%+..%:#%%:%-:-%.%%%.%.-+%:%%#:%==#%-#%*=%#=%%-*%+*%%+%#==%+#%%+%#==%+%%%+%#++%+%%%*%####+%*#%%+%%*%%##%=%-=+%-%%%*%*%#-*%++%-#=*+%:%%%=%+#*==%==%=+**+%:%%%:%+*=+:%==%+-*#+%-%%% %=+-# .%-=#:#::-%.#++%+:*#=%.#%#*%=#%-%*%%%.%#*%-%%%=%=%#-##*##:%=*++=%++%-%---%-#**%*+#%*%+%%%*%#%%+%%%#%*%*++%+#%##%#%%+#%#+%++*%*%#%#%=%-==%:%%%=%**+#:#+*%%-%#:*%=+#=+##*%=##*.%:.+%:%%%=%-#.*:%-%%%.%+::% -#%**.%*%+:%##%.=%-%.-#%**:%+%+:%##%.=%=%.=#%#+:%+%+-%##%-+%+%-+#%#*-%*%*=%#%%=+%+%=*%%%#*%#%%*%#%%**%#%%*%#%%##+##%#*%+%%+%=-%%#%=-%*%%:**#%%+:#-%%=%-#%-#:=%#%**:*%+%-:%+%%.=+=%%=#+=%#*+--%%*%.:%:%* =%+.:*##.#%#%%%%*-%%%*=*%-=+-.-:%#-:=##+=%##%%%%-#%%#+*%#-**-=-*%*-=*%#-%%#%%%%#+%%%%##%#*%#***%%#***####%%#**#%%**%%*++*###=#%#+=+###=+%%+==*##*:#%*==+##*-+%#=-=*##+.#%+--+##*:+%#=-=*##=.#%+--+*#*:+% *##%%%#+::+%%#= =#%%%*+-: .:-=++*#%%%%*=.+#%%*:-*%%%#*+-::-==+**#%%%%#*-+#%%#++#%%%%##****+**###%%%%%##%%%#***+**++*#%%*+#%%%%%%%%%%#=+%%*=:--::::-+#%#-=#%%%%%%%%%#=:#%#=..:. ...-*%%=:*%%%%%%%%%%+.+%% #*%.-=*.%%%*%-= *=*%%##%:-=*:%%%*%-=.*=#%%###--+*-%%%*%-+-#=%%%###==*#+%%%#%=*+#+%%%#%#**###%%%%%##%%#%%%%%*%%#%%**%*%%###+=%#%#%+=#*%%%+%--%#*%*:%+*%%-#:=*#%#%-=-#-%%+#+.*%.%#.=#=%%=*+-.%#%##-.*-%%#= %%.%:#+#%:##%.-#%::#*%:%=+#*%.%%#:+%#..%+%=%*-%=#-%%*=#%*==%=#*#%-%=**%%+*%%+#*%+#%#%*%+*%%%*%%%#%%%%%%#%%%#%###%#%#%+#%%*#%+#%%=%+++%+%##-*##+#%=*%%:%+--%=%##.#*#+%%=+%%.%+..%:%#%.#=#+%%=+%# %* %:%% %-%-*#:%-**.%=%%+%.*+:%-%#+%.%**%:#--*=%%%%#+=::#+%%#%-%++%:%+*%-%*#%+%=*#=%*%%*%*%%#%+%#*%#%%%%%%%%%%%%%#%#%#*%%%%%+%#%%=%%%%%-%##%-%#%%%-%#*%:%##%#-*#+%.#*+%=-=*:%:**-%.=.*:%=+#.%-==++%*=%:%++#=#%%= %:*+%..###:%%*:-%+=+%%:+#%- %%#:#%+.=%#=*%%:-##+:%%*=*%+=*%%=##%:-%##=%%#*+%+*#%%+%#%**%#%*%%%%#%#%%%%%%#%%##%%%#%*%%*+%#%+%*%%==%*%=#*%%:-%=%:*#%%--%-%:=#%#=-%.#--%%*==%:#-.%%++=%-*=.%#=*+%=++:%#:#*% % *=:-+%+#%%=*%+ :%=-#%#-%%+-#*.:##:%%%**%.=:*+*%#%#%=**:+=%*#%%#+%#--%#+#%%=%%#+#%++#%#%%%%#%####%#%%%%%%%#%%#*#%#++*##+%%#%%%#=%%#++%#-=:**:%%*#%%%:#%%*=#%:=--+:*%+*%%%-*%%#+*%-==.=-=%+=#%%+=%%%**%+ %*=.-+#%%#=::+#%%%*-.-+#%%%#+-.:=*#%%%%#*+-::=+*#%%%%#*+=:-+*%%%%#*+-=*#%%%#*=+#%%%%#*+#%%%%%#**#%%%%%%%#**###%%%%%%%##*=+*#%%%%#+-=*%%%#+:=#%%%*=:=*%%%%#+=::=+*#%%%%%##*=-.:=+#%%%#+- -*%%%*-.=#%%#+:. #%=*%%%##%:+*-. *%--*%#.%%%%*%#:*+.-:%*-*%%*=%%%**%+=+:==+%*+%%%=#%%#+#%-*=+*=%%#%%%%*%%%*#%#**#%#%%%%%%##%*#*%##%%%*%#==%#+#%%=%%*=##-+%%:%%#+##::*#:%%%*#%:=-*-%%%%#%:+:+:###%%%.#+::##+%%% ##:.*#-*%% *=%=.%%#+.%-%..%%*=:%.#--%#*=*%.++=%+#=%%--#*%-%+%%--##%:%*%%-*##*=%%*%-%#%=+%%*%+%*#*+%%##%%+*%#%*%#%%*%#%+*%%%+%%#*+%*#*%%+#*%-+%#%=%#**:%-#*%%-%-%=*%+%-%++#=%.%##*.%:#=%%=#+%.:##% %%#--%+==%%=+#%-. +*-#%#*%.%**%.%#%%%:#*+%.#++%-*.-.%-#*:%-%*-#*%%%=%+%%+%=%%###-*%=%=*#=%-++**%##%=%##%=%#%%%*%##%+%*#%+%#%%+%#%%*%=**+%#%%%#*=-+*%%%%*#:+*-%*%%+%:#*-%-%#=%:%*+%.%+=%:%*#%-%-+#.%+#%=%:+*.%=%%=%.#+:%:%* =% %%+-#%**=%.%%% %:=*%++**#-%+:.%.%%#.#*#*#%:*%%:%:=+%+#*#+=%#--%-%%%-#*%*%%+*%%+%+#*%%#*%#+%##+%%%*%#*%#%+%%%+%%#*=%+%#%*-%**+%%*+%%+++%-*##%:%-**#%-%#%.-%#=.%%#:%#*+.%.%*#*.%:*=%%-*#%--*%--##% %+*+ -%%%+% .##=%#:#+-%%:#*.:%+%%#=+--%#%*%:=+#-%%+*#.+%=%%=-%=*%%=%==*##%%+*=*-%%%#%==##*%%*##=*%#%%#+%#+%%#%%#=##+#%%*%#=+%+*%%=%%+-##=#%%=%%==%=-#%+#%#-+%:=%%:%%*-#*.=%#-%%+=%-.+%+*%%++%..*#:%%%=#*. *#: .=%%*::=+**+++*#%%*:=%%#+=---==-:.=#%#:=#%%%%%%%%%%*--#%#=:=**#****#%%%*-*%%#+=----=-=+*%%%*=*%%%#*++====++*##%%%#+=*%%%*-+#%%%%%#*++=-::-=+#%%%%*=:+#%%*-:+#%%#*=:.-=+*#%%%%%%%#*=.:=#%%#= =#%%#=.-+#%% .=%#.==- :.=%#.--.:-:-%#:..:=+--%#-..=**=-%%=-=*##+-%%++*#%%+=%%**%%%%++%%#%%%%%+*%%%%%%%#=%%%%**%%=*##+==%%+==+#*=%%**%%%**%%%%#%%:##*-:+%+::=**.%%*#%%%=+%%%*+%#:*+::.*%=.=#%+-%%#%%%%.#%#=:+%=:- ==. .*+*%#+.*=%#=%.%%:#:.%%*%.:%-%*:%*%%+=+*#%=+*+%%+-*=%%+%:#%-#::%%#%:-%=%*-%*%%=+#*%%=%*%%+*+*%%+%+#%+#++%%+%=%%+**+%%*#=%##-+%%+%-%%=*++%#*++%=#--%%=%-%%*-+#%+%-#%:++-%#+*+%+*--%%:%-%%+ *#%-%-%%.-*:%+ -%%%.%*==%:*+=%*-#%:%%#=%.#.+-%.%%%:%**+*-#++%*.#%=%##*#:%::-%:%#%*%+%#-*%++%=****%-%%%=%*##+*%*+%=#+*+%-%#%#%+%%+%*%%%-%##%=%%%+%=%*=*#*##:%=#+==%++#.%-=-#-%==%.#.:.%:#+-%.+.+.%:+*-%:.:#.%-+%-#-:-% # ==%-++*+%:%%%.%-=.#.#=#%%-%#:*%=+#-#++*%.%%%-%-*.#:%=#%%:%#=*%=**+##+#%:%%#=%:++%+%*%#%=%===%-%%%-%++-%=%%%+%+#-%=%#%*%=#-#+%#%+%:*+#+%#*+#=+%#+#%-*%#:%*--%.#%%.%-.-%.%%#.%-=*%-##+-%#+##+:#+#+%+*:%:%# +*.%%+#::%%*%.-%.%= %+%%.=*=%%-#=*%**:+*%%+#.#%=%.:%##%:.%-%#:%+%%**:**%#+#-%%=%--%#%%=-###%=+#*%%=*++%%###-#%=%+-%*%%#+-*:%%*#+:%%=%+:%*%%%+=+-%%#*#:+%:%#.**+%%.#.=*#%*% .#*#%+-%:*%***:.%*%#+=.#.%%=# *%+.*##+--*%*.+*+-.:+%*.++=...+%*.==:.-.=%#:--.-=:=%#-:::=+=-%%=:.-+*+:#%*-:-+**=+%#=::=+*+:*%#----=+=-*%#-=++=:--+%%==####*+*#%#-+%%%%%%%%%#-+%%#++*###*--#%+::--....-#%*.=#%%%####%%--#%%###%%%#+ *%#- #%%#-:#%#+-....::..=#%#-:*%%%%%%%%%%*-:*%#=.=*******#%%#-=#%%*+==++*+=:+%%+:+#%%%%##%%%#-*%%#***###*+-#%#--++=-:-=#%#-+#%%%#*#%%*:#%%%%%%%%%==%%###%%%%+:#%*+=+###+.*%*-.:-++=.+%#:.:..:-.=%%-:==-. .=%% %#=+:-##%*%:-=#:%%+*# +%=#%-:%-*%%-#:-*##%%-+.*:%%#*#-:%=%%*=%-+%#+%=:%*#%%:*:+*%%#%-=*#=%%=%+=%%=%==##%%%-=*+%%#+%:*%=%*-*##%%:+++%%#+#.#%.%+:#*%#%=:#.%%=#=-%%+#. %#%%--+#+%*-%:%%-#:=*#%*%.:%:%# #+*% %..+% ##+=#%++:%.%%% %-=*%+-*##-%=::%.%%*:##***%:#%%.%:-+%=%*#=*%#++%:#%%:%:=+%=%##-###*#%-*%%-%*-:%:%%%:%:-*%:%%#-%+=#%-#%+=%#=%%:+%=+%#-%#.=%-*%%.%#:=%:*%%:%*==%.*#%=%+*=#.#+#*%=#+=.%-#%%:%+..%.*%% %+*% %#%%%.%**%:%+*%++==:%.#+-%.#-.=#*%#:%=%#=%+%%%=%=#%=%-%%#**-+%-%-*%=#=:-%.%==%:#:-:%-#*-%:#-=-%=**-%:=:#:%=+%-#===%:#+*%*:##+%-%%%=%+#%:%%%*%-%+-+#=#+:%.=:#:%:*%*+#+*%.%%%+%-%*:*%+** %.: %.#-+%*: %.#:=###:+%-++*%+%:%%=:*#%:%-%%=:*#%.%+%%-+###:%##%:###+-%%*%.%##-=%%+%:%%*:+%%=%-%%+-*#%=%=%%-=#+%+*+#%=+*-%#-%+%%+:*#%-#+%%:+*:%#-%=%%+:**%+*+*%+*-=%%-%-%%.*+ %%=%:%%+=++%#+*:%*#-=%%*#:-%:#.:%%*% =% %+=%%%%#%-+#= .+%-:+%%:#%%%*#%.*+.: ##-=#%# %%%#*%#:*+.-.%#-=#%#.%%%%*%%.**--.#%--*%%=*%%%%#%++%#+:-%#:-:+*=*%**%%%#:%%%%*#%+=##=.:*%-::-++.#%+=#%%*.%%%%%%%*:#%%*=+%*:++:..=%*..:+*=-%#=+%%%+-%%%%%%%*: #+:.=*%%%#=.:+#%%#+:.=#%%%*=.:+#%%%#*=: :=*#%%%%%#*=-..-+*#%%%%#+-.-*#%%#+:-*%%%*=:=#%%%#+-.-=*##%%%%%%%#*+-.=*%%%*--*%%#+:-+*#%%%%%%%%##*=.-*%%#=.+%%%*=:..:--==+*#%%%#=.=#%#=.-*#%%%%%%%%%#*=.:+%%#-:* +=%%%*%+==:+ %*#%%%:#+..##=#%%.#%=.+%:-#%=*%%==%-:=#*+%%#+%==:+*-%#%#%+++-+-%*%%%++*.==%*%%%=*#:-+%+%%%.#*..%*+%%#+%+:=%=#%%:##..%*+%%**#-:+#+%%%-#---%+%%% #=- %*%%%:*=-:%#%%%=+-=-##%#%*=:+=*%%###:.++ -%#=+%%::#%+ %%#:+%+:=%%-*#%:.##* %%*:=%+-=%%=*#%:.#%*.%%#:*%*:-%#++%%==+%--#%%.%*#=:%=%+%#-%-%-%%+*+%=:*%*=*%%:%+#=+%-%+%:.##+.#%%:%***+%.%%#:+%#:.%=%+%=.%*+:%##:%*=#=%.%%#.##*=:%.%##:=%# %=%=%- %#= .%-*#.%=#%=%.*+.%-%#+%.#*=% #=-#:%##%=* .=+#%%%#=+. *=%##%-#-=#.%+#%-%-*#:%=##-%-##=%-%*=%:%*=%:%**%:%==#-%#%%+#::==#%%%%+*:-#:%**%:%+#%-%:+*.%=%#=%-%#+%:+::+##%%+%.*#-%.*+:%-%#+%.%*+%:*. =##%%+%.#*=% .#**# %.++%%-+%%-*+%.+#+%:%:-### #%# *##:.%=%=%*-%=#:%%+=*%=.=%+=+%%:#=%-+%=%=%==#+%.%%*=-%+=+%%=*#%-:#%+.#%#:*%*:-%#++%%--*%*.%%#:+%+==%%=**%.:#*%.%##*.% #-*%+%:%**=.%=++%%:=#%+.%%*==%:++#%-%=%+=* %. =-%-.#%=#%#:*# =%#:%%=-%-.*%=#%#-*# :%#.%%*-%=.=%*+%%++%..*%-%%%=##..*#.%%%+%+-.**-%%%*%+=-=+-%#%#%+++:=-%*#%%*+#=:.%+=%%%:%%=:##.-#%-#%%++%--.**-%#%#%#:*:-:*#+%%%=*%*.:%+.+%%.%%%++%:- ++:%#%%%%.*=.:+ *##%%%%*- -#%%*:.+#%%#+- .-=+**#%%%%%%#+- =*%%#= =#%%#=::=*#%%%%%##*+=-:.-=*#%%%*=.=*%%#+:-*%%%#=::=*%%%%#*=-.:=+*#%%%%%#+=:.-+*#%%%#*=.:=*%%%#*-.-+#%%%*=.:+#%%%*=.:+#%%%*=.:=*%%%#+: -+#%%%*=: -+#%%%# %#. :*#-=%**%%%# #%%#+*%+-*+.:.#%: -*#==%##%%%% #%%*-*%=-=.-=:%#-=#%%:#%%%##%=+#*:.-%+.:+#*:%%#%%%#:#%+::##..-#*.%%#%%%#:#%+.-%* .+#*-%#%%#%=+#+ .*%-:*%#.%%%#*%*-+:--=%++%%%.#%%+-%*.::*==%*%%%%.##= :% %:%%-=+=%*+++%=*:-%%-%:%%+:+*%=#-#%.++ %#-#=%**:+%%:%-%%=:**%-*=%%.=*.%+=*#%+=*-%*:%*%#=*+%*.%*#%-**%*:%#*%:###=-%%+% %##:-%%=%:%**--%%-#+%==*.%=-*%%: %:%.**%% +%++=%%+%.%#*.-%%-#+%-=*.%:++%% :%+#:%#* %+%=#%-%+%%% %*#%.%%%+%:%*=#+#%#:%=#+ +%+*# %=+===%+=#.%-:=#=%+:%:#-.=%=#*.%-*=:+%+*#.%=**-*%#+%:%**%:%%%*%:%#*%.%#%##.*#=%.#*=%:=.+.%-**.%=#* ##%%%:%+#%-%-#%+#- :#.%==#.%+*#.%%%#%.%**%:#-+%:# .:*=%*= #%=#=+.%=%*%:# #-%*%+# ++#=%#+=#=-%#=*%:*%%.%+. % %%%.% -+%:%#*:%***%*-**#=%++:%.%%%.%.:*%:##+=#%**+# #%%:%..+%.##+=#%**=%.%%% %:=*%=+**#-%+:.%.%##.###++%.#%%.%:*+%#=+%%.%==-%+#=%= %#..%=%+% -*% +%=#* +%**#..%*%%==.*:%%=%-:%%=%- %+%%#=-+:%%#*#.+%:%#.+#=%%.#.==%%#%:-+#=%#:%=-%%-%-:#*#%%.+-+*%%+%:.##-%#:#+-%%.%+:=%*%%++:+.%%%*%. #**%#-%=:%% %# =%=%%*+*.:%*%%%.+.*.%%#*%: #+*%%-#= *%:%%-:%-+%%:%=:=%+%% :=++=.-%%= =++-:.:+#%+.*%%%%%%%%%*.+%%#+**###*-:#%+..--: :*%%--*%%%%%%%%%#:=%%#+===+++=.=%%+ =*####**#%%#--#%#+====++=:.+%%+ =#%%%%%%%%%%+.=%%*:.-======+*%%#-:*%%*=::::::. :+#%#:-#%%##******+- -#%#- +#%%#*+#%#:=%%%%%%%%%=:#%%%%%%%%+.#%#**#%%%* *%#==+*##+ *%*-:-=**= *%*: .-++-:#%= . :==:=%#-.: -=-.*%+ :.:==:=%#:..:=+--%%- .-+*=.#%=::=*#+.#%+-=*%%+.%%*+#%%%+:%%##%%%%==%%%%%%%%:+%%%%*#%# *%%*==*%+: -*::%###+.*%-%+ %=%%++.+-%%=%.-%+##.=#*%%.-+-%%+*+:%%=# %#%%--***%=-%-%% *:-%%#*+ #%+%..%*%% -*=%%-*+=%#+==:%%+% =%.%=.%*%%=-+*#%-+*+%%+-*-%%=%.#%.#..%%*%..%-%+.%+%%--*+%%:*+#%*+.+*%*+*-%#*===%%+# #% + .% #%%.%+-.% ##%-%=+:#.#+%*%=#-+.%-%%%:%=: %.#%% %+-:% ##%=%+*=*.#=*%%-%*.=%-+%#.%#+##=**-#*+#%.%%*:%.-=%=%*%*%:%::.% #%%-%+#*==%==%+.#%=%*%*#.%..:%.##%+%=%#.+%==%-++*+%.%%%.%=*-*.%-+%*.##+%+%## %:: #+%.%%%-%+## #%*=#.%- .%.*+=%= +%-%-%%% %**%-#%*:%:#.= %:+#+**+*%.%%%+%-%+ =%-+*-%=-+%:%#%*%-%*.+%-+*-#==+%.%%%=%=%=::%:+%*=#**%:%%#.%.=:#:%=%%%:%*:=%:**+##+#% %%*:% =-#=%=%%%.%=. % ###+%+##-=%==%+.#% % .%%*%:+#+% +*%#+:*+%# %+%%.:#:%# %=%%.:#.%*:%=%%=:*=%*=#-%#+:++%#+*:%#*==*#%*+.%*#*-*#%#+:#*##.**%#*==*#%-+**%#+.*+%#=#:%%=*-.%%+% +% %-.%*%%.:#=%%.#+#%*+ *+%#=%.%%:#. %%#%. %=%# *+%%#=.*=%#-%:%% #. %%#++%*.**=. -%* : -+=:%#--*%%*.%%#%%%%# #%%%**%%.+##=::*%--=:.-.=%+. :+*=:%#==*%%#:*%##%%%%+:%%%%%#%%:+%%%#+*%# *%#+--*%+.+*+: :*%+.==:.:.*%=.-:.-- *%+ . :==.+%*. .=++:=%#-.:=**-:%%=::+*#+ #%+::=*#*: