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description=Backend & full-stack dev. Tech Lead at Bytetravel / Globely. Building APC, APX, MCP servers, ChatGPT Apps and AI tools for teams that need context and control.;
keywords=software development, engineering, rails, javascript, ruby;

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Text of the page (random words):
ound foreign context manuel bruña manuel bruña manuel bruña follow for agent project context oct 2 read your own agents md whole bound foreign context ai opensource devtools tutorial 2 reactions comments 1 comment 3 min read why apx rejects invalid agent autonomy instead of guessing manuel bruña manuel bruña manuel bruña follow for agent project context sep 30 why apx rejects invalid agent autonomy instead of guessing ai opensource devtools tutorial 1 reaction comments add comment 3 min read a portable agent contract cannot link to a local plan manuel bruña manuel bruña manuel bruña follow for agent project context sep 29 a portable agent contract cannot link to a local plan ai opensource devtools tutorial 1 reaction comments add comment 3 min read why i made apx confirmations refuse a group vote manuel bruña manuel bruña manuel bruña follow sep 28 why i made apx confirmations refuse a group vote ai opensource devtools security 1 reaction comments add comment 4 min read a whatsapp capability should capture not execute manuel bruña manuel bruña manuel bruña follow for agent project context sep 28 a whatsapp capability should capture not execute ai opensource devtools tutorial 1 reaction comments add comment 3 min read a conversation id is not project context manuel bruña manuel bruña manuel bruña follow for agent project context sep 27 a conversation id is not project context ai opensource devtools tutorial 2 reactions comments 1 comment 3 min read a routine result is not a delivery manuel bruña manuel bruña manuel bruña follow for agent project context sep 26 a routine result is not a delivery ai opensource devtools tutorial 1 reaction comments add comment 3 min read a routine name is not its memory key manuel bruña manuel bruña manuel bruña follow for agent project context sep 25 a routine name is not its memory key ai opensource devtools tutorial 1 reaction comments add comment 3 min read agent memory should propose before it writes manuel bruña manuel bruña manuel bruña follow for agent project context sep 24 agent memory should propose before it writes ai opensource devtools tutorial 1 reaction comments add comment 3 min read give apc skill paths an explicit base manuel bruña manuel bruña manuel bruña follow for agent project context sep 22 give apc skill paths an explicit base ai opensource devtools tutorial 1 reaction comments add comment 3 min read why my agent must not treat a timeout as a failed action manuel bruña manuel bruña manuel bruña follow sep 21 why my agent must not treat a timeout as a failed action ai opensource devtools 1 reaction comments add comment 4 min read your apx android connection depends on the paired address manuel bruña manuel bruña manuel bruña follow for agent project context sep 21 your apx android connection depends on the paired address ai opensource devtools tutorial 1 reaction comments add comment 3 min read unknown apc paths should not become hidden instructions manuel bruña manuel bruña manuel bruña follow for agent project context sep 20 unknown apc paths should not become hidden instructions ai opensource devtools tutorial 1 reaction comments add comment 3 min read your project version and apc version answer different questions manuel bruña manuel bruña manuel bruña follow for agent project context sep 19 your project version and apc version answer different questions ai opensource devtools tutorial 1 reaction comments add comment 2 min read use model inherit to keep apc agents portable manuel bruña manuel bruña manuel bruña follow for agent project context sep 18 use model inherit to keep apc agents portable ai opensource devtools tutorial 1 reaction comments add comment 3 min read give apc rules a useful counterexample manuel bruña manuel bruña manuel bruña follow for agent project context sep 15 give apc rules a useful counterexample ai opensource devtools tutorial 1 reaction comments add comment 3 min read apx community is now on discord build and orchestrate agents together manuel bruña manuel bruña manuel bruña follow for agent project context sep 14 apx community is now on discord build and orchestrate agents together ai mcp agents opensource 1 reaction comments add comment 1 min read why i give apx group conversations a finite budget manuel bruña manuel bruña manuel bruña follow sep 14 why i give apx group conversations a finite budget ai opensource devtools 1 reaction comments 1 comment 4 min read give temporary apc instructions an exit condition manuel bruña manuel bruña manuel bruña follow for agent project context sep 14 give temporary apc instructions an exit condition ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read moving a folder review your apc rule globs manuel bruña manuel bruña manuel bruña follow for agent project context sep 12 moving a folder review your apc rule globs ai opensource devtools tutorial 1 reaction comments add comment 3 min read refresh apx skills without replacing your dev install manuel bruña manuel bruña manuel bruña follow for agent project context sep 11 refresh apx skills without replacing your dev install ai opensource devtools tutorial 1 reaction comments add comment 3 min read grow apc context from real decisions manuel bruña manuel bruña manuel bruña follow for agent project context sep 10 grow apc context from real decisions ai opensource devtools tutorial 1 reaction comments add comment 3 min read a health check should identify the runtime it found manuel bruña manuel bruña manuel bruña follow for agent project context sep 9 a health check should identify the runtime it found ai opensource devtools tutorial 1 reaction comments add comment 3 min read a2a history should replay speech not tool output manuel bruña manuel bruña manuel bruña follow for agent project context sep 8 a2a history should replay speech not tool output ai opensource devtools tutorial 1 reaction comments add comment 3 min read i stopped testing apx in the wrong checkout manuel bruña manuel bruña manuel bruña follow sep 7 i stopped testing apx in the wrong checkout ai opensource devtools tutorial 1 reaction comments add comment 4 min read a running ollama server does not mean your apx model is healthy manuel bruña manuel bruña manuel bruña follow for agent project context sep 7 a running ollama server does not mean your apx model is healthy ai opensource devtools tutorial 1 reaction comments add comment 3 min read declare tools only when narrowing an apx agent manuel bruña manuel bruña manuel bruña follow for agent project context sep 6 declare tools only when narrowing an apx agent ai opensource devtools tutorial 1 reaction comments add comment 3 min read apc s gitignore is a safety net not a storage policy manuel bruña manuel bruña manuel bruña follow for agent project context sep 5 apc s gitignore is a safety net not a storage policy ai opensource devtools tutorial 1 reaction comments add comment 3 min read planning is not a guardrail in apc and apx manuel bruña manuel bruña manuel bruña follow for agent project context sep 4 planning is not a guardrail in apc and apx ai opensource devtools tutorial 1 reaction comments add comment 3 min read built in skills should stay private in apx manuel bruña manuel bruña manuel bruña follow for agent project context sep 3 built in skills should stay private in apx ai opensource devtools tutorial 1 reaction comments add comment 3 min read in apx scope should not mean one universal store manuel bruña manuel bruña manuel bruña follow for agent project context sep 2 in apx scope should not mean one universal store ai opensource devtools tutorial 1 reaction comments add comment 3 min read why i keep apx as a reference runtime not a second standard manuel bruña manuel bruña manuel bruña follow sep 1 why i keep apx as a reference runtime not a second standard ai opensource devtools tutorial 1 reaction comments add comment 5 min read project local memory should stay in apx until a human promotes it manuel bruña manuel bruña manuel bruña follow for agent project context sep 1 project local memory should stay in apx until a human promotes it ai opensource devtools tutorial 1 reaction comments add comment 3 min read apc owns project context mcp owns tool connectivity manuel bruña manuel bruña manuel bruña follow for agent project context aug 28 apc owns project context mcp owns tool connectivity ai opensource devtools tutorial 1 reaction comments add comment 3 min read bundled vault templates should be tombstoned not deleted manuel bruña manuel bruña manuel bruña follow for agent project context aug 27 bundled vault templates should be tombstoned not deleted ai opensource devtools tutorial 1 reaction comments add comment 3 min read apx mcp resolution should start with runtime not global defaults manuel bruña manuel bruña manuel bruña follow for agent project context aug 25 apx mcp resolution should start with runtime not global defaults ai opensource devtools tutorial 1 reaction comments add comment 4 min read why i keep apx schedules on the runtime side manuel bruña manuel bruña manuel bruña follow aug 24 why i keep apx schedules on the runtime side ai opensource devtools automation 1 reaction comments add comment 5 min read a project command can travel with apc its execution should stay local manuel bruña manuel bruña manuel bruña follow for agent project context aug 24 a project command can travel with apc its execution should stay local ai opensource devtools tutorial 1 reaction comments add comment 3 min read a visible agent name should not double as the agent profile manuel bruña manuel bruña manuel bruña follow for agent project context aug 23 a visible agent name should not double as the agent profile ai opensource devtools tutorial comments add comment 3 min read use apx exec for direct reasoning use apx run for real work manuel bruña manuel bruña manuel bruña follow for agent project context aug 22 use apx exec for direct reasoning use apx run for real work ai opensource devtools tutorial 1 reaction comments add comment 3 min read if you do not restart apx you are testing old code manuel bruña manuel bruña manuel bruña follow for agent project context aug 21 if you do not restart apx you are testing old code ai opensource devtools tutorial 1 reaction comments add comment 3 min read a channel that does not log is invisible to apx manuel bruña manuel bruña manuel bruña follow for agent project context aug 14 a channel that does not log is invisible to apx ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read apx web features should reuse the daemon not fork the cli manuel bruña manuel bruña manuel bruña follow for agent project context aug 13 apx web features should reuse the daemon not fork the cli ai opensource devtools tutorial 1 reaction comments add comment 3 min read use apx setup for machine state use apx init for project state manuel bruña manuel bruña manuel bruña follow for agent project context aug 12 use apx setup for machine state use apx init for project state ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read auto registered mcp servers should stay in apx runtime not apc manuel bruña manuel bruña manuel bruña follow for agent project context aug 11 auto registered mcp servers should stay in apx runtime not apc ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read i stopped carrying project truth in runtime state manuel bruña manuel bruña manuel bruña follow aug 10 i stopped carrying project truth in runtime state ai opensource devtools tutorial 1 reaction comments add comment 5 min read tool catalogs belong in apx runtime not apc manuel bruña manuel bruña manuel bruña follow for agent project context aug 10 tool catalogs belong in apx runtime not apc ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read append only project notes beat copying raw sessions into apc manuel bruña manuel bruña manuel bruña follow for agent project context aug 9 append only project notes beat copying raw sessions into apc ai opensource devtools tutorial 1 reaction comments 2 comments 3 min read apx agent vault should reuse agents without replacing apc manuel bruña manuel bruña manuel bruña follow for agent project context aug 8 apx agent vault should reuse agents without replacing apc ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read acp sessions should resolve the apc project from cwd manuel bruña manuel bruña manuel bruña follow for agent project context aug 7 acp sessions should resolve the apc project from cwd ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read foreign ide mcp configs should stay read only in apx manuel bruña manuel bruña manuel bruña follow for agent project context aug 6 foreign ide mcp configs should stay read only in apx ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read a local admin panel still needs auth in apx manuel bruña manuel bruña manuel bruña follow for agent project context aug 5 a local admin panel still needs auth in apx ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read apx should assemble context not dump apc into every prompt manuel bruña manuel bruña manuel bruña follow for agent project context aug 4 apx should assemble context not dump apc into every prompt ai opensource devtools tutorial 2 reactions comments 1 comment 3 min read i added acp to apx without adding a second brain manuel bruña manuel bruña manuel bruña follow aug 3 i added acp to apx without adding a second brain ai opensource devtools tutorial 1 reaction comments add comment 5 min read apc migration should classify context not copy folders manuel bruña manuel bruña manuel bruña follow for agent project context aug 3 apc migration should classify context not copy folders ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read portable context does not mean portable runtimes manuel bruña manuel bruña manuel bruña follow for agent project context aug 2 portable context does not mean portable runtimes ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read structured agent files should own detail agents md should stay portable manuel bruña manuel bruña manuel bruña follow for agent project context aug 1 structured agent files should own detail agents md should stay portable ai opensource devtools tutorial 1 reaction comments 1 comment 2 min read unknown telegram senders should stay guests in apx manuel bruña manuel bruña manuel bruña follow for agent project context jul 31 unknown telegram senders should stay guests in apx ai opensource devtools tutorial 1 reaction comments add comment 3 min read apx keeps one core so apc can reach every surface manuel bruña manuel bruña manuel bruña follow for agent project context jul 30 apx keeps one core so apc can reach every surface ai opensource devtools tutorial 1 reaction comments 1 comment 3 min read loading dev community a space to 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