diff --git a/profile/humanfia-portfolio-dark.svg b/profile/humanfia-portfolio-dark.svg index a8c9e9e..ab8ce08 100644 --- a/profile/humanfia-portfolio-dark.svg +++ b/profile/humanfia-portfolio-dark.svg @@ -1,2 +1,2 @@ -Humanfia — We build the flow around the agents. - OPEN-SOURCE AGENT FLOWSOPEN-SOURCE AGENT FLOWSWEBUILDTHEFLOWAROUNDTHEAGENTSThe runtime, the flows and the referee for long-horizon agent work— measured where somebody else keeps the score.MODELSIMPROVE.THEFLOWMAKESTHERESULT.SOMEBODYELSEKEEPSTHESCORE.WEBUILDTHEFLOW,INTHEOPEN.THE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIME01HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEruns the flow: takes every turn, holds every conversation,keeps to the budget, and records the runENVIRONMENTCODING AGENTSHUMANIZEFLOWSFLOWSwhat the work is: which agents take turns, what each isasked, and when it stopschatralph_looprlarflame_chaseand three morehumanize1 · officialflame_chasoid:parallel · officialaot · officialyour own.hmz/flows · local~/.hmz/flows · usera flow, an agent for each of its roles, and a budgetHUMANIZEruns the flow: takes every turn, holds everyconversation, keeps to the budget, and records the runhmz · in a terminalhmz web · in a browserhmz exechmz.sdkaccounts and fallbackbudgetsa trace of every runresuminga turn: a prompt, on one conversation, at a model and an effortCODING AGENTSthe model, reached through a coding agent, most of themunder the login they already haveagyclaudecodexcursor-agentdsh · SDKgrokkimi · + extramcodemimoompopencodepiedits, commands and commits, with approvals bypassedENVIRONMENTwhere the work lands, and what the flow lets each agenttouch therethis directoryanother machine, over ssha git worktreea containerABUDGETITKEEPSStop on time, cost or tokens, so a run meant totake a night does not take a week.STOPONECLOCKFOREVERYTURNEvery agent, sub-agent and tool call on asingle timeline, opened as a Chrome trace.WHEREVERTHEWORKBELONGSLocally, in a git worktree, in a container, or onanother machine over SSH.THIS DIRECTORYANOTHER MACHINE, OVE…A GIT WORKTREEA CONTAINERTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWS02012345678901012345678901234FLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSloops around the agentsA RELAY01 / 14flame_chaseTwo agents take turns on the same task, each in a freshsession, passing only the tree.-a first_chaser · second_chaserMAKER AND CHECKER02 / 14humanize1:<phase>PolyArch/humanize as three flows: an idea, a plan bothsides agreed on, and a build under review.-a drafter · planner, analyst · builder, reviewerLANES AT ONCE03 / 14flame_chasoid:parallel_git_prThree lanes, each with a clone and pull requests; mainmoves only for a measured improvement.-a orchestrator · six lane actorsA LOOP WITH A CLEANER04 / 14flame_chasoid:agent_cleanup_ralph_loopralph_loop, plus a cleaner that distills the tree into onecommit every few turns.-a agent · cleanerA LOOP WITH A CLEANER05 / 14flame_chasoid:agent_cleanup_flame_chaseflame_chase, with the same cleaner working between thetwo chasers.-a first_chaser · second_chaser · cleanerONE AGENT, LOOPING06 / 14ralph_loopThe task again every round, in a fresh session, so only therepository carries over.ONE AGENT, LOOPING07 / 14stateful_ralphThe task again every round, in one session that remembersevery round before.ONE AGENT, LOOPING08 / 14continue_loopThe task once, then “continue” to the same session, roundafter round.ONE AGENT, LOOPING09 / 14goalThe task set as the agent’s own /goal: the model keepsgoing until it says the goal is met.A RELAY10 / 14flame_chasoid:fixed_interruptflame_chase on a clock: a trusted evaluator hands the treeover after every k accepted experiments, and one blind revie…MAKER AND CHECKER11 / 14rlarAn actor works in one session; a fresh reviewer reads thework and writes its next prompt.MAKER AND CHECKER12 / 14aotWrites a flow from your description, and lands it once itloads, runs on fakes and passes a critic.LANES AT ONCE13 / 14flame_chasoid:parallelA coordinator plans three lanes once; lane 1 writes your tree,lanes 2 and 3 work on copies.DIVIDE AND CONQUER14 / 14recursive_lean_proverA Lean theorem, split into lemmas that are each planned,proved and formalized in a worktree of their own.PROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTS03HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZETHE AGENT FLOWSYSTEMHumanize drives the coding-agent CLI you already loginto, in the order a flow asks for, and writes the wholerun down as it happens.FLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHTHE REFEREEA benchmark that scores flows, not models.HOAHOAHOAHOAHOAHOAHOAHOAHOAHOAHUMANFIA OLYMPIADAGENTSOlympiad and research mathematics, solved by agentsand checked by Lean 4.KDAKDAKDAKDAKDAKDAKDAKDAKDAKDAKERNEL DESIGN AGENTSAn agent workflow that researches, writes, verifies andtunes performance-critical kernels on real hardware,without letting them get wrong on the way.HMAHMAHMAHMAHMAHMAHMAHMAHMAHMAHUMANIZE MLE AGENTSTwo native coding agents alternate over one sharedmachine-learning workspace, each turn a fresh session.RESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTS040123456789012301234567890FIRST SOLVES ON LEAN-EVAL V1, THEMOST OF ANYONE0123456789012345670123456789012345678.0123456789012%MLE-BENCH MEDAL RATE+0123456789012345678.012345678901234567%THROUGHPUT FROM ONE KDA KERNEL INSGLANG01234567890101234567890123456/0123456789012301234567890123456789KAGGLE TOP 5%0123456789012345/0123456789012345SCIENCE EXAMS AT FULL MARKS012345678901234560123456789012345670123456789012/012345678901234560123456789012345670123456789012PUTNAMBENCH01234567890123456.0123456789012345×MSA INDEXER, IN PRODUCTION01234567890123.0123456789012345%PROGRAMBENCH012345678901.0123456789012345601234567890123456789×PAST THE BEST HUMAN KERNELS01234567890123456/01234567890123456IMO 202601234567890.012345678901234567012345678901234560123456789012301234567890123456789FIRST ON SOL-EXECBENCH L1012345678901234567012345678901FIRST PLACES ON SOL-EXECBENCHLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATEST05BLOGOCT 5, 2026FLOWSCIENCE:DIFFERENTTASKSNEEDDIFFERENTFLOWSZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FLOWISTHENEWSCALINGDIMENSIONZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FOURFINDINGS,ANDENGINEERINGORASCIENCE?Zijian ZhangNEWSOCT 4, 2026#1ONLEAN-EVALV1FIRSTSOLVESZhengyang Zhang, Hongzhou Lin, Jui-Hui Chung, Zijian ZhangNEWSOCT 3, 202678.2%MLE-BENCHMEDALRATEIN6HOURSChangye Li, Zijian ZhangTHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLE06THESE ARE THE PEOPLE WHO DO IT.SLSihao LiuLZLigeng ZhuZZZijian ZhangDZDongyun ZouCLChangye LiDZDong ZhouZDZheng DuYDYixin DongJGJunxian GuoSBSong BianXZXiaoyu ZhangYCYahui CuiZZZhengyang…JXJing XiongHLHongzhou LinJCJui-Hui Chu…MLMenghan LiYLYitong LiuHOW WE WORKTHE PERSON DECIDES WHAT DONE MEANS.THE BUILDER IS NOT THE JUDGE.REWARD HACKING IS THE NORMAL FAILURE.IF IT IS NOT MEASURED, IT IS A PREFERENCE.BUILD IN PUBLIC.HUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIGITHUB.COM/HUMANFIAA question, a bug, or a flow thatbeats oursGITHUB.COM/HUMANFIAWorking on long-horizon agentsystemsGITHUB.COM/HUMANFIA/HUMANIZE/IS…Following alongHUMANFIA.AI/NEWS +Humanfia — We build the flow around the agents. + OPEN-SOURCE AGENT FLOWSOPEN-SOURCE AGENT FLOWSWEBUILDTHEFLOWAROUNDTHEAGENTSThe runtime, the flows and the referee for long-horizon agent work— measured where somebody else keeps the score.MODELSIMPROVE.THEFLOWMAKESTHERESULT.SOMEBODYELSEKEEPSTHESCORE.WEBUILDTHEFLOW,INTHEOPEN.THE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIME01HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEruns the flow: takes every turn, holds every conversation,keeps to the budget, and records the runENVIRONMENTCODING AGENTSHUMANIZEFLOWSFLOWSwhat the work is: which agents take turns, what each isasked, and when it stopschatralph_looprlarflame_chaseand three morehumanize1 · officialflame_chasoid:parallel · officialaot · officialyour own.hmz/flows · local~/.hmz/flows · usera flow, an agent for each of its roles, and a budgetHUMANIZEruns the flow: takes every turn, holds everyconversation, keeps to the budget, and records the runhmz · in a terminalhmz web · in a browserhmz exechmz.sdkaccounts and fallbackbudgetsa trace of every runresuminga turn: a prompt, on one conversation, at a model and an effortCODING AGENTSthe model, reached through a coding agent, most of themunder the login they already haveagyclaudecodexcursor-agentdsh · SDKgrokkimi · + extramcodemimoompopencodepiedits, commands and commits, with approvals bypassedENVIRONMENTwhere the work lands, and what the flow lets each agenttouch therethis directoryanother machine, over ssha git worktreea containerABUDGETITKEEPSStop on time, cost or tokens, so a run meant totake a night does not take a week.STOPONECLOCKFOREVERYTURNEvery agent, sub-agent and tool call on asingle timeline, opened as a Chrome trace.WHEREVERTHEWORKBELONGSLocally, in a git worktree, in a container, or onanother machine over SSH.THIS DIRECTORYANOTHER MACHINE, OVE…A GIT WORKTREEA CONTAINERTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWS02012345678901012345678901234FLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSloops around the agentsA RELAY01 / 14flame_chaseTwo agents take turns on the same task, each in a freshsession, passing only the tree.-a first_chaser · second_chaserMAKER AND CHECKER02 / 14humanize1:<phase>PolyArch/humanize as three flows: an idea, a plan bothsides agreed on, and a build under review.-a drafter · planner, analyst · builder, reviewerLANES AT ONCE03 / 14flame_chasoid:parallel_git_prThree lanes, each with a clone and pull requests; mainmoves only for a measured improvement.-a orchestrator · six lane actorsA LOOP WITH A CLEANER04 / 14flame_chasoid:agent_cleanup_ralph_loopralph_loop, plus a cleaner that distills the tree into onecommit every few turns.-a agent · cleanerA LOOP WITH A CLEANER05 / 14flame_chasoid:agent_cleanup_flame_chaseflame_chase, with the same cleaner working between thetwo chasers.-a first_chaser · second_chaser · cleanerONE AGENT, LOOPING06 / 14ralph_loopThe task again every round, in a fresh session, so only therepository carries over.ONE AGENT, LOOPING07 / 14stateful_ralphThe task again every round, in one session that remembersevery round before.ONE AGENT, LOOPING08 / 14continue_loopThe task once, then “continue” to the same session, roundafter round.ONE AGENT, LOOPING09 / 14goalThe task set as the agent’s own /goal: the model keepsgoing until it says the goal is met.A RELAY10 / 14flame_chasoid:fixed_interruptflame_chase on a clock: a trusted evaluator hands the treeover after every k accepted experiments, and one blind revie…MAKER AND CHECKER11 / 14rlarAn actor works in one session; a fresh reviewer reads thework and writes its next prompt.MAKER AND CHECKER12 / 14aotWrites a flow from your description, and lands it once itloads, runs on fakes and passes a critic.LANES AT ONCE13 / 14flame_chasoid:parallelA coordinator plans three lanes once; lane 1 writes your tree,lanes 2 and 3 work on copies.DIVIDE AND CONQUER14 / 14recursive_lean_proverA Lean theorem, split into lemmas that are each planned,proved and formalized in a worktree of their own.PROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTS03HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZETHE AGENT FLOWSYSTEMHumanize drives the coding-agent CLI you already loginto, in the order a flow asks for, and writes the wholerun down as it happens.FLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHTHE REFEREEA benchmark that scores flows, not models.HOAHOAHOAHOAHOAHOAHOAHOAHOAHOAHUMANFIA OLYMPIADAGENTSOlympiad and research mathematics, solved by agentsand checked by Lean 4.KDAKDAKDAKDAKDAKDAKDAKDAKDAKDAKERNEL DESIGN AGENTSAn agent workflow that researches, writes, verifies andtunes performance-critical kernels on real hardware,without letting them get wrong on the way.HMAHMAHMAHMAHMAHMAHMAHMAHMAHMAHUMANIZE MLE AGENTSTwo native coding agents alternate over one sharedmachine-learning workspace, each turn a fresh session.RESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTS040123456789012301234567890FIRST SOLVES ON LEAN-EVAL V1, THEMOST OF ANYONE0123456789012345670123456789012345678.0123456789012%MLE-BENCH MEDAL RATE+0123456789012345678.012345678901234567%THROUGHPUT FROM ONE KDA KERNEL INSGLANG01234567890101234567890123456/0123456789012301234567890123456789KAGGLE TOP 5%0123456789012345/0123456789012345SCIENCE EXAMS AT FULL MARKS012345678901234560123456789012345670123456789012/012345678901234560123456789012345670123456789012PUTNAMBENCH01234567890123456.0123456789012345×MSA INDEXER, IN PRODUCTION01234567890123.0123456789012345%PROGRAMBENCH012345678901.0123456789012345601234567890123456789×PAST THE BEST HUMAN KERNELS01234567890123456/01234567890123456IMO 202601234567890.012345678901234567012345678901234560123456789012301234567890123456789FIRST ON SOL-EXECBENCH L1012345678901234567012345678901FIRST PLACES ON SOL-EXECBENCHLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATEST05BLOGOCT 5, 2026FLOWSCIENCE:DIFFERENTTASKSNEEDDIFFERENTFLOWSZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FLOWISTHENEWSCALINGDIMENSIONZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FOURFINDINGS,ANDENGINEERINGORASCIENCE?Zijian ZhangNEWSOCT 4, 2026#1ONLEAN-EVALV1FIRSTSOLVESZhengyang Zhang, Hongzhou Lin, Jui-Hui Chung, Zijian ZhangNEWSOCT 3, 202678.2%MLE-BENCHMEDALRATEIN6HOURSChangye Li, Zijian ZhangTHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLE06THESE ARE THE PEOPLE WHO DO IT.SLSihao LiuLZLigeng ZhuZZZijian ZhangDZDongyun ZouCLChangye LiDZDong ZhouZDZheng DuYDYixin DongJGJunxian GuoSBSong BianXZXiaoyu ZhangYCYahui CuiZZZhengyang…JXJing XiongHLHongzhou LinJCJui-Hui Chu…MLMenghan LiYLYitong LiuHOW WE WORKTHE PERSON DECIDES WHAT DONE MEANS.THE BUILDER IS NOT THE JUDGE.REWARD HACKING IS THE NORMAL FAILURE.IF IT IS NOT MEASURED, IT IS A PREFERENCE.BUILD IN PUBLIC.HUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIGITHUB.COM/HUMANFIAA question, a bug, or a flow thatbeats oursGITHUB.COM/HUMANFIAWorking on long-horizon agentsystemsGITHUB.COM/HUMANFIA/HUMANIZE/IS…Following alongHUMANFIA.AI/NEWS diff --git a/profile/humanfia-portfolio-light.svg b/profile/humanfia-portfolio-light.svg index e518724..9fc419c 100644 --- a/profile/humanfia-portfolio-light.svg +++ b/profile/humanfia-portfolio-light.svg @@ -1,2 +1,2 @@ -Humanfia — We build the flow around the agents. - OPEN-SOURCE AGENT FLOWSOPEN-SOURCE AGENT FLOWSWEBUILDTHEFLOWAROUNDTHEAGENTSThe runtime, the flows and the referee for long-horizon agent work— measured where somebody else keeps the score.MODELSIMPROVE.THEFLOWMAKESTHERESULT.SOMEBODYELSEKEEPSTHESCORE.WEBUILDTHEFLOW,INTHEOPEN.THE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIME01HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEruns the flow: takes every turn, holds every conversation,keeps to the budget, and records the runENVIRONMENTCODING AGENTSHUMANIZEFLOWSFLOWSwhat the work is: which agents take turns, what each isasked, and when it stopschatralph_looprlarflame_chaseand three morehumanize1 · officialflame_chasoid:parallel · officialaot · officialyour own.hmz/flows · local~/.hmz/flows · usera flow, an agent for each of its roles, and a budgetHUMANIZEruns the flow: takes every turn, holds everyconversation, keeps to the budget, and records the runhmz · in a terminalhmz web · in a browserhmz exechmz.sdkaccounts and fallbackbudgetsa trace of every runresuminga turn: a prompt, on one conversation, at a model and an effortCODING AGENTSthe model, reached through a coding agent, most of themunder the login they already haveagyclaudecodexcursor-agentdsh · SDKgrokkimi · + extramcodemimoompopencodepiedits, commands and commits, with approvals bypassedENVIRONMENTwhere the work lands, and what the flow lets each agenttouch therethis directoryanother machine, over ssha git worktreea containerABUDGETITKEEPSStop on time, cost or tokens, so a run meant totake a night does not take a week.STOPONECLOCKFOREVERYTURNEvery agent, sub-agent and tool call on asingle timeline, opened as a Chrome trace.WHEREVERTHEWORKBELONGSLocally, in a git worktree, in a container, or onanother machine over SSH.THIS DIRECTORYANOTHER MACHINE, OVE…A GIT WORKTREEA CONTAINERTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWS02012345678901012345678901234FLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSloops around the agentsA RELAY01 / 14flame_chaseTwo agents take turns on the same task, each in a freshsession, passing only the tree.-a first_chaser · second_chaserMAKER AND CHECKER02 / 14humanize1:<phase>PolyArch/humanize as three flows: an idea, a plan bothsides agreed on, and a build under review.-a drafter · planner, analyst · builder, reviewerLANES AT ONCE03 / 14flame_chasoid:parallel_git_prThree lanes, each with a clone and pull requests; mainmoves only for a measured improvement.-a orchestrator · six lane actorsA LOOP WITH A CLEANER04 / 14flame_chasoid:agent_cleanup_ralph_loopralph_loop, plus a cleaner that distills the tree into onecommit every few turns.-a agent · cleanerA LOOP WITH A CLEANER05 / 14flame_chasoid:agent_cleanup_flame_chaseflame_chase, with the same cleaner working between thetwo chasers.-a first_chaser · second_chaser · cleanerONE AGENT, LOOPING06 / 14ralph_loopThe task again every round, in a fresh session, so only therepository carries over.ONE AGENT, LOOPING07 / 14stateful_ralphThe task again every round, in one session that remembersevery round before.ONE AGENT, LOOPING08 / 14continue_loopThe task once, then “continue” to the same session, roundafter round.ONE AGENT, LOOPING09 / 14goalThe task set as the agent’s own /goal: the model keepsgoing until it says the goal is met.A RELAY10 / 14flame_chasoid:fixed_interruptflame_chase on a clock: a trusted evaluator hands the treeover after every k accepted experiments, and one blind revie…MAKER AND CHECKER11 / 14rlarAn actor works in one session; a fresh reviewer reads thework and writes its next prompt.MAKER AND CHECKER12 / 14aotWrites a flow from your description, and lands it once itloads, runs on fakes and passes a critic.LANES AT ONCE13 / 14flame_chasoid:parallelA coordinator plans three lanes once; lane 1 writes your tree,lanes 2 and 3 work on copies.DIVIDE AND CONQUER14 / 14recursive_lean_proverA Lean theorem, split into lemmas that are each planned,proved and formalized in a worktree of their own.PROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTS03HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZETHE AGENT FLOWSYSTEMHumanize drives the coding-agent CLI you already loginto, in the order a flow asks for, and writes the wholerun down as it happens.FLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHTHE REFEREEA benchmark that scores flows, not models.HOAHOAHOAHOAHOAHOAHOAHOAHOAHOAHUMANFIA OLYMPIADAGENTSOlympiad and research mathematics, solved by agentsand checked by Lean 4.KDAKDAKDAKDAKDAKDAKDAKDAKDAKDAKERNEL DESIGN AGENTSAn agent workflow that researches, writes, verifies andtunes performance-critical kernels on real hardware,without letting them get wrong on the way.HMAHMAHMAHMAHMAHMAHMAHMAHMAHMAHUMANIZE MLE AGENTSTwo native coding agents alternate over one sharedmachine-learning workspace, each turn a fresh session.RESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTS040123456789012301234567890FIRST SOLVES ON LEAN-EVAL V1, THEMOST OF ANYONE0123456789012345670123456789012345678.0123456789012%MLE-BENCH MEDAL RATE+0123456789012345678.012345678901234567%THROUGHPUT FROM ONE KDA KERNEL INSGLANG01234567890101234567890123456/0123456789012301234567890123456789KAGGLE TOP 5%0123456789012345/0123456789012345SCIENCE EXAMS AT FULL MARKS012345678901234560123456789012345670123456789012/012345678901234560123456789012345670123456789012PUTNAMBENCH01234567890123456.0123456789012345×MSA INDEXER, IN PRODUCTION01234567890123.0123456789012345%PROGRAMBENCH012345678901.0123456789012345601234567890123456789×PAST THE BEST HUMAN KERNELS01234567890123456/01234567890123456IMO 202601234567890.012345678901234567012345678901234560123456789012301234567890123456789FIRST ON SOL-EXECBENCH L1012345678901234567012345678901FIRST PLACES ON SOL-EXECBENCHLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATEST05BLOGOCT 5, 2026FLOWSCIENCE:DIFFERENTTASKSNEEDDIFFERENTFLOWSZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FLOWISTHENEWSCALINGDIMENSIONZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FOURFINDINGS,ANDENGINEERINGORASCIENCE?Zijian ZhangNEWSOCT 4, 2026#1ONLEAN-EVALV1FIRSTSOLVESZhengyang Zhang, Hongzhou Lin, Jui-Hui Chung, Zijian ZhangNEWSOCT 3, 202678.2%MLE-BENCHMEDALRATEIN6HOURSChangye Li, Zijian ZhangTHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLE06THESE ARE THE PEOPLE WHO DO IT.SLSihao LiuLZLigeng ZhuZZZijian ZhangDZDongyun ZouCLChangye LiDZDong ZhouZDZheng DuYDYixin DongJGJunxian GuoSBSong BianXZXiaoyu ZhangYCYahui CuiZZZhengyang…JXJing XiongHLHongzhou LinJCJui-Hui Chu…MLMenghan LiYLYitong LiuHOW WE WORKTHE PERSON DECIDES WHAT DONE MEANS.THE BUILDER IS NOT THE JUDGE.REWARD HACKING IS THE NORMAL FAILURE.IF IT IS NOT MEASURED, IT IS A PREFERENCE.BUILD IN PUBLIC.HUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIGITHUB.COM/HUMANFIAA question, a bug, or a flow thatbeats oursGITHUB.COM/HUMANFIAWorking on long-horizon agentsystemsGITHUB.COM/HUMANFIA/HUMANIZE/IS…Following alongHUMANFIA.AI/NEWS +Humanfia — We build the flow around the agents. + OPEN-SOURCE AGENT FLOWSOPEN-SOURCE AGENT FLOWSWEBUILDTHEFLOWAROUNDTHEAGENTSThe runtime, the flows and the referee for long-horizon agent work— measured where somebody else keeps the score.MODELSIMPROVE.THEFLOWMAKESTHERESULT.SOMEBODYELSEKEEPSTHESCORE.WEBUILDTHEFLOW,INTHEOPEN.THE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIMETHE RUNTIME01HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEruns the flow: takes every turn, holds every conversation,keeps to the budget, and records the runENVIRONMENTCODING AGENTSHUMANIZEFLOWSFLOWSwhat the work is: which agents take turns, what each isasked, and when it stopschatralph_looprlarflame_chaseand three morehumanize1 · officialflame_chasoid:parallel · officialaot · officialyour own.hmz/flows · local~/.hmz/flows · usera flow, an agent for each of its roles, and a budgetHUMANIZEruns the flow: takes every turn, holds everyconversation, keeps to the budget, and records the runhmz · in a terminalhmz web · in a browserhmz exechmz.sdkaccounts and fallbackbudgetsa trace of every runresuminga turn: a prompt, on one conversation, at a model and an effortCODING AGENTSthe model, reached through a coding agent, most of themunder the login they already haveagyclaudecodexcursor-agentdsh · SDKgrokkimi · + extramcodemimoompopencodepiedits, commands and commits, with approvals bypassedENVIRONMENTwhere the work lands, and what the flow lets each agenttouch therethis directoryanother machine, over ssha git worktreea containerABUDGETITKEEPSStop on time, cost or tokens, so a run meant totake a night does not take a week.STOPONECLOCKFOREVERYTURNEvery agent, sub-agent and tool call on asingle timeline, opened as a Chrome trace.WHEREVERTHEWORKBELONGSLocally, in a git worktree, in a container, or onanother machine over SSH.THIS DIRECTORYANOTHER MACHINE, OVE…A GIT WORKTREEA CONTAINERTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWSTHE FLOWS02012345678901012345678901234FLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSFLOWSloops around the agentsA RELAY01 / 14flame_chaseTwo agents take turns on the same task, each in a freshsession, passing only the tree.-a first_chaser · second_chaserMAKER AND CHECKER02 / 14humanize1:<phase>PolyArch/humanize as three flows: an idea, a plan bothsides agreed on, and a build under review.-a drafter · planner, analyst · builder, reviewerLANES AT ONCE03 / 14flame_chasoid:parallel_git_prThree lanes, each with a clone and pull requests; mainmoves only for a measured improvement.-a orchestrator · six lane actorsA LOOP WITH A CLEANER04 / 14flame_chasoid:agent_cleanup_ralph_loopralph_loop, plus a cleaner that distills the tree into onecommit every few turns.-a agent · cleanerA LOOP WITH A CLEANER05 / 14flame_chasoid:agent_cleanup_flame_chaseflame_chase, with the same cleaner working between thetwo chasers.-a first_chaser · second_chaser · cleanerONE AGENT, LOOPING06 / 14ralph_loopThe task again every round, in a fresh session, so only therepository carries over.ONE AGENT, LOOPING07 / 14stateful_ralphThe task again every round, in one session that remembersevery round before.ONE AGENT, LOOPING08 / 14continue_loopThe task once, then “continue” to the same session, roundafter round.ONE AGENT, LOOPING09 / 14goalThe task set as the agent’s own /goal: the model keepsgoing until it says the goal is met.A RELAY10 / 14flame_chasoid:fixed_interruptflame_chase on a clock: a trusted evaluator hands the treeover after every k accepted experiments, and one blind revie…MAKER AND CHECKER11 / 14rlarAn actor works in one session; a fresh reviewer reads thework and writes its next prompt.MAKER AND CHECKER12 / 14aotWrites a flow from your description, and lands it once itloads, runs on fakes and passes a critic.LANES AT ONCE13 / 14flame_chasoid:parallelA coordinator plans three lanes once; lane 1 writes your tree,lanes 2 and 3 work on copies.DIVIDE AND CONQUER14 / 14recursive_lean_proverA Lean theorem, split into lemmas that are each planned,proved and formalized in a worktree of their own.PROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTSPROJECTS03HUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZEHUMANIZETHE AGENT FLOWSYSTEMHumanize drives the coding-agent CLI you already loginto, in the order a flow asks for, and writes the wholerun down as it happens.FLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHFLOWBENCHTHE REFEREEA benchmark that scores flows, not models.HOAHOAHOAHOAHOAHOAHOAHOAHOAHOAHUMANFIA OLYMPIADAGENTSOlympiad and research mathematics, solved by agentsand checked by Lean 4.KDAKDAKDAKDAKDAKDAKDAKDAKDAKDAKERNEL DESIGN AGENTSAn agent workflow that researches, writes, verifies andtunes performance-critical kernels on real hardware,without letting them get wrong on the way.HMAHMAHMAHMAHMAHMAHMAHMAHMAHMAHUMANIZE MLE AGENTSTwo native coding agents alternate over one sharedmachine-learning workspace, each turn a fresh session.RESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTSRESULTS040123456789012301234567890FIRST SOLVES ON LEAN-EVAL V1, THEMOST OF ANYONE0123456789012345670123456789012345678.0123456789012%MLE-BENCH MEDAL RATE+0123456789012345678.012345678901234567%THROUGHPUT FROM ONE KDA KERNEL INSGLANG01234567890101234567890123456/0123456789012301234567890123456789KAGGLE TOP 5%0123456789012345/0123456789012345SCIENCE EXAMS AT FULL MARKS012345678901234560123456789012345670123456789012/012345678901234560123456789012345670123456789012PUTNAMBENCH01234567890123456.0123456789012345×MSA INDEXER, IN PRODUCTION01234567890123.0123456789012345%PROGRAMBENCH012345678901.0123456789012345601234567890123456789×PAST THE BEST HUMAN KERNELS01234567890123456/01234567890123456IMO 202601234567890.012345678901234567012345678901234560123456789012301234567890123456789FIRST ON SOL-EXECBENCH L1012345678901234567012345678901FIRST PLACES ON SOL-EXECBENCHLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATESTLATEST05BLOGOCT 5, 2026FLOWSCIENCE:DIFFERENTTASKSNEEDDIFFERENTFLOWSZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FLOWISTHENEWSCALINGDIMENSIONZijian ZhangBLOGOCT 5, 2026FLOWSCIENCE:FOURFINDINGS,ANDENGINEERINGORASCIENCE?Zijian ZhangNEWSOCT 4, 2026#1ONLEAN-EVALV1FIRSTSOLVESZhengyang Zhang, Hongzhou Lin, Jui-Hui Chung, Zijian ZhangNEWSOCT 3, 202678.2%MLE-BENCHMEDALRATEIN6HOURSChangye Li, Zijian ZhangTHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLETHE PEOPLE06THESE ARE THE PEOPLE WHO DO IT.SLSihao LiuLZLigeng ZhuZZZijian ZhangDZDongyun ZouCLChangye LiDZDong ZhouZDZheng DuYDYixin DongJGJunxian GuoSBSong BianXZXiaoyu ZhangYCYahui CuiZZZhengyang…JXJing XiongHLHongzhou LinJCJui-Hui Chu…MLMenghan LiYLYitong LiuHOW WE WORKTHE PERSON DECIDES WHAT DONE MEANS.THE BUILDER IS NOT THE JUDGE.REWARD HACKING IS THE NORMAL FAILURE.IF IT IS NOT MEASURED, IT IS A PREFERENCE.BUILD IN PUBLIC.HUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIHUMANFIA.AIGITHUB.COM/HUMANFIAA question, a bug, or a flow thatbeats oursGITHUB.COM/HUMANFIAWorking on long-horizon agentsystemsGITHUB.COM/HUMANFIA/HUMANIZE/IS…Following alongHUMANFIA.AI/NEWS diff --git a/tools/gen_portfolio.py b/tools/gen_portfolio.py index 33093ff..ca9679d 100644 --- a/tools/gen_portfolio.py +++ b/tools/gen_portfolio.py @@ -4,7 +4,7 @@ Nothing about Humanfia is written down here. Every run reads the live sites and cuts what it finds together like a commercial -- about fifty shots of one to three seconds, one idea set big in each: - the mark /logo.svg: the ball drops, swells to a red frame, shrinks into the H's slot; the + the mark /logo.svg: the ball drops, swells to a green frame, shrinks into the H's slot; the H, a slab, turns; the wordmark draws itself; the headline slams down a word at a time with the ball as its full stop; the manifesto, a line a shot the runtime the Humanize docs' bands: a tower that lands slab by slab, the turn falling @@ -15,10 +15,10 @@ the latest /news/feed.rss and /blog/feed.rss: the kind stamped on, the title cascading in the people About's roster bursting out of the ball, then turning over as a wave; its principles stamped on plates, stacking up - the address on red: the H, the site's name, the ball dropping home, About's contacts + the address on green: the H, the site's name, the ball dropping home, About's contacts Shots are cut on the beat -- whips with speed lines, punch-ins, irises, flights through the -section titles -- and everything in a shot moves from its first frame to its last. The red ball +section titles -- and everything in a shot moves from its first frame to its last. The green ball is the one actor all the way through. A section whose source the site does not have (a 404 or 410, or markup without the parts it needs) @@ -68,9 +68,12 @@ ET.register_namespace("", SVG_NS) ET.register_namespace("xlink", XLINK_NS) -THEMES = { # light: ink and red on paper; dark: paper and red on ink - "light": {"paper": "#f4efe6", "ink": "#16161a", "red": "#d6331f", "mute": "#5f5a54", "deep": "#5e140b"}, - "dark": {"paper": "#16161a", "ink": "#ece6da", "red": "#ff5a43", "mute": "#a39d92", "deep": "#4a120b"}, +THEMES = { # light: ink and NVIDIA's green on a cool white; dark: the white and the green on a + # deep teal-black. `night` is the ink that reads on the green in either theme. + "light": {"paper": "#f4f8f9", "ink": "#141a1f", "green": "#76b900", "mute": "#5d6a72", "deep": "#3d6200", + "night": "#141a1f"}, + "dark": {"paper": "#0f1418", "ink": "#e6eff1", "green": "#76b900", "mute": "#a2b2b8", "deep": "#2f4d00", + "night": "#0f1418"}, } BLOCK = "'Arial Black','Helvetica Neue',Helvetica,Arial,sans-serif" # heavy block type SANS = "'Helvetica Neue',Helvetica,Arial,'Segoe UI',sans-serif" @@ -641,12 +644,12 @@ def text(self, x: float, y: float, s: str, size: float, kind: str = "k", ink: st return f'{esc(s)}' def ball(self) -> str: - """The red ball's gradient: lit from the top left, like everything else here.""" + """The green ball's gradient: lit from the top left, like everything else here.""" if not any('id="ball"' in d for d in self.defs): c = self.c self.defs.append(f'' - f'' - f'' + f'' + f'' f'') return "url(#ball)" @@ -662,9 +665,9 @@ def render(self, body: str) -> str: c = self.c fills = "".join(f".{k}{{fill:{v}}}" for k, v in c.items()) stroke = (f".hair{{fill:none;stroke:{c['ink']};stroke-width:1.5}}.wire{{fill:none;stroke:{c['ink']};stroke-width:3;" - f"stroke-dasharray:10 8}}.redwire{{fill:none;stroke:{c['red']};stroke-width:3}}" + f"stroke-dasharray:10 8}}.greenwire{{fill:none;stroke:{c['green']};stroke-width:3}}" f".chip{{fill:{c['ink']};fill-opacity:.1}}.glyph{{fill:none;stroke:{c['ink']};stroke-width:13}}" - f".glyphr{{fill:none;stroke:{c['red']};stroke-width:13}}") + f".glyphr{{fill:none;stroke:{c['green']};stroke-width:13}}") fonts = "".join(f".{k}{n(s).replace('.', '_')}{{{KINDS[k]};font-size:{n(s)}px}}" for k, s in sorted(self.sizes)) calm = "@media (prefers-reduced-motion:reduce){*{animation:none!important}}" return (f'' - + sh.text(cx + 8, yy + 17, label, size, "b", "paper" if lit else "ink")) + out.append(f'' + + sh.text(cx + 8, yy + 17, label, size, "b", "night" if lit else "ink")) cx += w + 6 return "".join(out), y + (row + 1) * 30 @@ -741,8 +744,8 @@ def wordmark(x0: float, base: float, k: float, cls: str = "glyph") -> tuple[str, # The banner is cut like a commercial, not paged like a deck: about fifty shots of one to three # seconds, each with one idea set big, each moving from its first frame to its last, cut on the -# beat with whips, punches, irises and zooms through the type. The red ball is the one actor all -# the way through: it drops, swells into a red frame, shrinks into the logo's slot, becomes the +# beat with whips, punches, irises and zooms through the type. The green ball is the one actor all +# the way through: it drops, swells into a green frame, shrinks into the logo's slot, becomes the # headline's full stop, falls through the runtime, and drops home at the end. W, H = 1000.0, 560.0 # the frame; shown ~830 px wide on GitHub @@ -871,8 +874,8 @@ def bg(self, ink: str) -> str: def flip(ink: str) -> str: - """The ink that reads on a ground: paper on ink or red, ink on paper.""" - return "ink" if ink == "paper" else "paper" + """The ink that reads on a ground: paper on ink, ink on paper, night on the green.""" + return {"paper": "ink", "green": "night"}.get(ink, "paper") def blockword(F: Film, x: float, y: float, s: str, size: float, t: float, front: str = "ink", @@ -880,7 +883,7 @@ def blockword(F: Film, x: float, y: float, s: str, size: float, t: float, front: length: float = 0.0) -> str: """Block capitals pushed back into a solid, the way a constructivist poster cuts its slogans: the copies behind slide out to their depth at t, so the letters thicken as they land.""" - side = side or (F.c["red"], F.c["deep"]) + side = side or (F.c["green"], F.c["deep"]) fit_ = f' textLength="{n(length)}" lengthAdjust="spacingAndGlyphs"' if length else "" out = [] for k in range(depth, 0, -1): @@ -920,9 +923,9 @@ def words_in(F: Film, t: float, x: float, y: float, lines: list[str], size: floa ti = t + gap * k body = "" if hot(w_): - body += (f'' + body += (f'' f'{F.anim("width", [(0, 0), *tween(ti, 0.25, 0.0, ww + 16, "out", 4)])}') - body += F.text(0, 0, w_, size, "k", "paper" if hot(w_) else ink, extra=f' textLength="{n(ww)}" lengthAdjust="spacingAndGlyphs"') + body += F.text(0, 0, w_, size, "k", "night" if hot(w_) else ink, extra=f' textLength="{n(ww)}" lengthAdjust="spacingAndGlyphs"') out.append(F.at(cx, by, F.at(ww / 2, -size * 0.35, f'{body}', F.tf("scale", [(0, (2.4, 2.4)), *tween(ti, 0.3, (2.4, 2.4), (1.0, 1.0), "back", 6)])), F.anim("opacity", [(0, 0), (ti, 0), (ti + 0.05, 1)]))) @@ -951,7 +954,7 @@ def shot_drop(F: Film, t0: float, t1: float) -> str: out = [F.bg("ink")] for i, (x, y, w, h) in enumerate(((140, 120, 760, 22), (60, 420, 520, 60), (620, 470, 420, 14), (720, 80, 300, 40))): ti = t0 + 0.55 + 0.07 * i - bar = f'' + bar = f'' dx = -1300 if i % 2 else 1300 out.append(f'' f'{F.tf("translate", [(0, (dx, 0.0)), *tween(ti, 0.3, (dx, 0.0), (0.0, 0.0), "back", 6)])}{bar}') @@ -975,17 +978,17 @@ def shot_drop(F: Film, t0: float, t1: float) -> str: def shot_mark(F: Film, t0: float, t1: float) -> str: - """The red frame shrinks into the H's slot; the H, a slab, turns; the wordmark draws itself; + """The green frame shrinks into the H's slot; the H, a slab, turns; the wordmark draws itself; the ball hops over to dot the i.""" c = F.c hx, hy = 270.0, 280.0 _, (sx, sy, sr) = mark_defs(F.sh, F.f.logo, HEIGHT_H) Ts = 12.0 frames = [swing(u, 34, -12) for u in P.loop_frames(60)] - css, slab = P.extrude("hx", "hshape", frames, Ts, (0, 0), HEIGHT_H * 0.3, 26, (c["red"], c["deep"]), "ink") + css, slab = P.extrude("hx", "hshape", frames, Ts, (0, 0), HEIGHT_H * 0.3, 26, (c["green"], c["deep"]), "ink") F.sh.css.append(css) out = [F.bg("paper")] - out.append(f'{F.slide(t0 + 0.3, 420, -140, 0.4)}') + out.append(f'{F.slide(t0 + 0.3, 420, -140, 0.4)}') out.append(f'' f'') out.append(F.at(hx, hy, slab, F.tf("scale", [(0, (0.5, 0.5)), *tween(t0, 0.45, (0.5, 0.5), (1.0, 1.0), "back", 6)]))) @@ -1002,8 +1005,8 @@ def shot_mark(F: Film, t0: float, t1: float) -> str: out.append(f'{"".join(paths)}') if F.f.kicker: kk = F.f.kicker.upper() - out.append(f'{F.slide(t0 + 1.6, 700, 0, 0.35)}' - + F.text(x0 + 14, 394, kk, 16, "t", "paper") + "") + out.append(f'{F.slide(t0 + 1.6, 700, 0, 0.35)}' + + F.text(x0 + 14, 394, kk, 16, "t", "night") + "") def slot(t: float) -> tuple[float, float]: m = swing(((t - t0) / Ts) % 1.0, 34, -12) @@ -1053,19 +1056,19 @@ def shot_headline(F: Film, t0: float, t1: float) -> str: def shot_act(i: int, act: str, last: bool) -> Draw: """One line of the manifesto, filling the frame, on its own composition.""" def draw(F: Film, t0: float, t1: float) -> str: - ground = ("red", "paper", "ink")[i % 3] + ground = ("green", "paper", "ink")[i % 3] ink = flip(ground) out = [F.bg(ground)] - if ground == "red": - disc = (f'') + if ground == "green": + disc = (f'') out.append(F.at(800, 140, disc, F.tf("rotate", [(0, 0.0), (t0, 0.0), (t1, 60.0)]), F.tf("scale", [(0, (0.0, 0.0)), *tween(t0, 0.4, (0.0, 0.0), (1.0, 1.0), "back", 6)]))) elif ground == "paper": - band = f'' + band = f'' out.append(f'{F.slide(t0, 1400, 0, 0.35)}{F.drift(t0 + 0.35, t1, -60)}{band}') ink = "ink" else: - out.append(f'{F.slide(t0 + 0.05, -500, 300, 0.35, "back")}') + out.append(f'{F.slide(t0 + 0.05, -500, 300, 0.35, "back")}') size, lines = fitlines(act.upper(), 860, 104, 44, 3) top = (H - size * 1.06 * len(lines)) / 2 + size * 0.8 body, ex, ey = words_in(F, t0 + 0.12, 70, top, lines, size, ink, 1.06, 0.07) @@ -1087,10 +1090,10 @@ def draw(F: Film, t0: float, t1: float) -> str: grow = F.tf("scale", [(0, (0.3, 0.3)), *tween(t0, 0.35, (0.3, 0.3), (1.0, 1.0), "back", 6), (t1 - 0.4, (1.08, 1.08)), *tween(t1 - 0.4, 0.4, (1.08, 1.08), (16.0, 16.0), "in", 6)[1:]]) out = [F.bg("paper"), - f'{F.anim("width", [(0, 0), *tween(t0, 0.5, 0.0, W, "out", 5)])}', + f'{F.anim("width", [(0, 0), *tween(t0, 0.5, 0.0, W, "out", 5)])}', F.at(W / 2, H / 2, inner, grow), - f'{F.slide(t0 + 0.15, 0, -120, 0.3)}' - + F.text(75, 90, f"{num:02d}", 34, "k", "paper", "middle") + "", + f'{F.slide(t0 + 0.15, 0, -120, 0.3)}' + + F.text(75, 90, f"{num:02d}", 34, "k", "night", "middle") + "", f'{F.anim("opacity", [(0, 0), (t1 - 0.14, 0), (t1, 1)])}'] return "".join(out) return draw @@ -1102,9 +1105,9 @@ def shot_humanize(F: Film, t0: float, t1: float) -> str: word = band.title.upper() size = min(170.0, 880 / capw(word, 1)) ww = capw(word, size) - out = [F.bg("paper"), f'{F.slide(t0, 0, -400, 0.4, "back")}', + out = [F.bg("paper"), f'{F.slide(t0, 0, -400, 0.4, "back")}', F.pop(t0 + 0.05, 60 + ww / 2, 290, f'' + blockword(F, 0, 0, word, size, t0 + 0.3, length=ww) + "", 0.6), - f'{F.anim("width", [(0, 0), *tween(t0 + 0.4, 0.5, 0.0, ww, "out", 5)])}'] + f'{F.anim("width", [(0, 0), *tween(t0 + 0.4, 0.5, 0.0, ww, "out", 5)])}'] for j, ln in enumerate(wrap(band.about, 26, 880, 2, True)): out.append(F.reveal(t0 + 0.6 + 0.25 * j, 60, 360 + 40 * j, 900, 40, F.text(60, 390 + 40 * j, ln, 26, "b"), 0.5)) return "".join(out) @@ -1120,12 +1123,12 @@ def shot_tower(F: Film, t0: float, t1: float) -> str: out = [F.bg("paper")] slabs = [] for k, band in enumerate(bands): - red = band.title.lower() == "humanize" - lo, hi = (c["deep"], c["red"]) if red else (c["ink"], P.mix(c["ink"], c["paper"], .5)) + green = band.title.lower() == "humanize" + lo, hi = (c["deep"], c["green"]) if green else (c["ink"], P.mix(c["ink"], c["paper"], .5)) body = P.box(sw, st, sd).draw([iso, iso], 10, (0, 0), 1.0, hi, lo) fx = P.apply(iso, (-sw / 2 + 14, 8, sd / 2)) label = (f'' - + F.text(0, 0, fit(band.title.upper(), 18, sw - 40, True), 18, "k", "paper") + "") + + F.text(0, 0, fit(band.title.upper(), 18, sw - 40, True), 18, "k", "night" if green else "paper") + "") oy = k * (st + gap) ox, oyy = P.apply(iso, (0, oy, 0))[:2] ti = t0 + 0.1 + 0.18 * k @@ -1165,14 +1168,14 @@ def top(k: int) -> tuple[float, float]: if cx + w > W - 30: cx, cy = x0, cy + 38 lit = hot(name) - chip = (f'' + F.text(9, 21, label, 16, "b", "paper" if lit else "ink")) + chip = (f'' + F.text(9, 21, label, 16, "b", "paper" if lit else "ink")) ti = a + 0.18 + 0.035 * i px, py = P.apply(iso, (0, k * (st + gap), 0))[:2] out_ = F.tf("translate", [(0, (tx + px - cx, ty + py - cy)), *tween(ti, 0.3, (tx + px - cx, ty + py - cy), (0.0, 0.0), "out", 5)]) panel.append(f'{out_}{F.anim("opacity", [(0, 0), (ti, 0), (ti + 0.05, 1)])}{chip}') cx += w + 8 if band.down: - panel.append(F.reveal(a + 0.4, 40, 480, 940, 50, f'' + panel.append(F.reveal(a + 0.4, 40, 480, 940, 50, f'' + F.text(72, 503, fit(band.down, 20, 880), 20, "i"), 0.5)) out.append(f'{F.show(a, b)}{"".join(panel)}') return "".join(out) @@ -1195,19 +1198,19 @@ def draw(F: Film, t0: float, t1: float) -> str: stop = x + w * 0.82 out += [f'', f'{F.anim("width", [(0, 0), *tween(t0 + 0.3, 1.2, 0.0, stop - x, "io", 6)])}', - f'', - F.at(stop - 40, y + 160, '' + F.text(0, 12, "STOP", 38, "k", "paper", "middle"), + f'', + F.at(stop - 40, y + 160, '' + F.text(0, 12, "STOP", 38, "k", "paper", "middle"), F.tf("rotate", [(0, -8.0)]), F.tf("scale", [(0, (0.0, 0.0)), (t0 + 1.5, (0.0, 0.0)), *tween(t0 + 1.5, 0.25, (3.0, 3.0), (1.0, 1.0), "back", 5)[0:]]))] elif "trace" in key or "clock" in key: - for j, (a, w_, cls) in enumerate([(0.0, 0.3, ink), (0.32, 0.22, "red"), (0.56, 0.4, ink), - (0.08, 0.18, "red"), (0.4, 0.25, ink), (0.7, 0.26, "red")]): + for j, (a, w_, cls) in enumerate([(0.0, 0.3, ink), (0.32, 0.22, "green"), (0.56, 0.4, ink), + (0.08, 0.18, "green"), (0.4, 0.25, ink), (0.7, 0.26, "green")]): out.append(f'' f'{F.anim("width", [(0, 0), *tween(t0 + 0.2 + a * 1.6, 0.4, 0.0, w_ * w, "out", 4)])}') - out.append(f'{F.anim("x", [(0, x), (t0 + 0.2, x), (t0 + 2.2, x + w)])}') + out.append(f'{F.anim("x", [(0, x), (t0 + 0.2, x), (t0 + 2.2, x + w)])}') else: for j, (name, _) in enumerate(env[:4]): ti = t0 + 0.25 + 0.22 * j - out.append(f'{F.slide(ti, 500, 0, 0.3, "back")}' + out.append(f'{F.slide(ti, 500, 0, 0.3, "back")}' + F.text(x + 46, y + 18 + j * 56, fit(name.upper(), 24, w - 50, True), 24, "k", ink) + "") return "".join(out) return draw @@ -1219,9 +1222,9 @@ def draw(F: Film, t0: float, t1: float) -> str: s = str(count) size = 240.0 adv = size * 0.74 - out = [F.bg("red"), odo(F, 70, 330, s, size, "paper", t0 + 0.05, adv)] + out = [F.bg("green"), odo(F, 70, 330, s, size, "paper", t0 + 0.05, adv)] x = 90 + adv * len(s) - out.append(F.pop(t0 + 0.35, x, 250, blockword(F, 0, 0, word.upper(), 96, t0 + 0.5, "ink", (F.c["paper"], P.mix(F.c["paper"], F.c["red"], .5)), 7), 1.8, 0.3)) + out.append(F.pop(t0 + 0.35, x, 250, blockword(F, 0, 0, word.upper(), 96, t0 + 0.5, "ink", (F.c["paper"], P.mix(F.c["paper"], F.c["green"], .5)), 7), 1.8, 0.3)) out.append(F.reveal(t0 + 0.7, x, 280, W - x, 50, F.text(x, 312, note, 26, "b", "paper"), 0.4)) return "".join(out) return draw @@ -1259,10 +1262,10 @@ def kind_of(fl: Flow) -> str: return "loop" -def cube(F: Film, x: float, y: float, s: float, red: bool) -> str: +def cube(F: Film, x: float, y: float, s: float, green: bool) -> str: """A small axonometric block: an agent.""" c = F.c - top, left, right = ((P.mix(c["red"], "#ffffff", .2), c["red"], c["deep"]) if red else + top, left, right = ((P.mix(c["green"], "#ffffff", .2), c["green"], c["deep"]) if green else (P.mix(c["ink"], c["paper"], .55), P.mix(c["ink"], c["paper"], .25), c["ink"])) h = s * 0.5 return (f'' @@ -1278,7 +1281,7 @@ def draw(F: Film, t0: float, t1: float) -> str: d = t1 - t0 out = [F.bg(ground)] tag = (fl.tag or "A flow").upper() - out.append(F.at(60, 90, f'' + F.text(13, 0, tag, 18, "t", "paper"), + out.append(F.at(60, 90, f'' + F.text(13, 0, tag, 18, "t", "paper"), F.tf("rotate", [(0, -4.0)]), F.tf("scale", [(0, (2.2, 2.2)), *tween(t0, 0.18, (2.2, 2.2), (1.0, 1.0), "back", 4)]))) out.append(F.text(W - 50, 90, f"{i + 1:02d} / {total:02d}", 22, "t", ink, "end")) head, colon, rest = fl.name.partition(":") @@ -1291,7 +1294,7 @@ def draw(F: Film, t0: float, t1: float) -> str: out.append(F.reveal(t0 + 0.2, 60, yb - 28, 900, 70, "".join(F.text(60, yb + 26 * j, ln, 21, "r", "mute" if ground == "paper" else "paper") for j, ln in enumerate(wrap(fl.blurb, 21, 600, 2))), 0.3)) if fl.roles: - out.append(F.reveal(t0 + 0.35, 60, H - 70, 600, 40, F.text(60, H - 44, fit("-a " + " · ".join(fl.roles), 18, 560), 18, "b", "red"), 0.25)) + out.append(F.reveal(t0 + 0.35, 60, H - 70, 600, 40, F.text(60, H - 44, fit("-a " + " · ".join(fl.roles), 18, 560), 18, "b", "green"), 0.25)) # The loop, acted out at the right. ox, oy = 790.0, 440.0 kind = kind_of(fl) @@ -1316,7 +1319,7 @@ def orb(keys: list) -> str: yy = oy - 90 + 50 * j out.append(f'') out.append(orb([(0, (ox - 30, yy)), (t0 + 0.05 * j, (ox - 30, yy)), (t1 - 0.1 * j, (ox + 180, yy))])) - out.append(f'{F.anim("height", [(0, 0), (t0, 0), (t1, 120)])}') + out.append(f'{F.anim("height", [(0, 0), (t0, 0), (t1, 120)])}') elif kind == "divide": root, kids = (ox + 70, oy - 120), [(ox, oy - 40), (ox + 140, oy - 40)] leaves = [(ox - 30, oy + 30), (ox + 30, oy + 30), (ox + 110, oy + 30), (ox + 170, oy + 30)] @@ -1329,7 +1332,7 @@ def orb(keys: list) -> str: for j in range(4): out.append(f'' f'{F.anim("opacity", [(0, 0), (t0 + 0.1 + 0.12 * j, 1), (t0 + d * 0.75, 0)], True)}') - out.append(f'{F.anim("opacity", [(0, 0), (t0 + d * 0.75, 1)], True)}') + out.append(f'{F.anim("opacity", [(0, 0), (t0 + d * 0.75, 1)], True)}') else: out.append(f'') keys = [(t0 + d * u, (ox + 60 + 120 * math.cos(2 * math.pi * u), oy - 20 + 34 * math.sin(2 * math.pi * u))) for u in (k_ / 16 for k_ in range(17))] @@ -1353,11 +1356,11 @@ def shot_project(i: int, p: Project) -> Draw: """A project: a solid spinning in, its name cut deep, what it is.""" def draw(F: Film, t0: float, t1: float) -> str: c = F.c - ground = ("paper", "red")[i % 2] + ground = ("paper", "green")[i % 2] ink = flip(ground) out = [F.bg(ground)] - red = ground == "paper" - lo, hi = (c["deep"], c["red"]) if red else (c["ink"], P.mix(c["ink"], c["paper"], .55)) + green = ground == "paper" + lo, hi = (c["deep"], c["green"]) if green else (c["ink"], P.mix(c["ink"], c["paper"], .55)) frames = [P.rot(360 * u + 30 * i, -24 + 10 * math.sin(2 * math.pi * u), 8 * math.sin(4 * math.pi * u)) for u in P.loop_frames(48)] solid = SOLIDS[i % len(SOLIDS)]().draw(frames, 6, (0, 0), 1.0, hi, lo, persp=900) out.append(f'') @@ -1366,7 +1369,7 @@ def draw(F: Film, t0: float, t1: float) -> str: name = p.name.upper() size = min(130.0, 480 / max(capw(name, 1), 1e-6)) x0 = 470.0 - side = (c["red"], c["deep"]) if ground == "paper" else (c["ink"], P.mix(c["ink"], c["red"], .4)) + side = (c["green"], c["deep"]) if ground == "paper" else (c["ink"], P.mix(c["ink"], c["green"], .4)) out.append(F.pop(t0 + 0.15, x0, 250, blockword(F, 0, 0, name, size, t0 + 0.4, ink, side, length=capw(name, size)), 1.8, 0.3)) sub = p.sub or "" if sub: @@ -1375,7 +1378,7 @@ def draw(F: Film, t0: float, t1: float) -> str: if p.lede: out.append(f'{F.anim("opacity", [(0, 0), (t0 + 0.8, 0), (t0 + 1.1, 1)])}' + "".join(F.text(x0, 400 + 24 * j, ln, 18, "r", "mute" if ground == "paper" else "paper") for j, ln in enumerate(wrap(p.lede, 18, 480, 3))) + "") - out.append(f'{F.anim("width", [(0, 0), *tween(t0 + 0.2, 0.4, 0.0, 120.0, "out", 4)])}') + out.append(f'{F.anim("width", [(0, 0), *tween(t0 + 0.2, 0.4, 0.0, 120.0, "out", 4)])}') return "".join(out) return draw @@ -1383,7 +1386,7 @@ def draw(F: Film, t0: float, t1: float) -> str: def shot_result(i: int, r: Result) -> Draw: """A result: the number spins into place, filling the frame; the claim beneath it.""" def draw(F: Film, t0: float, t1: float) -> str: - ground = ("red", "paper", "ink")[i % 3] + ground = ("green", "paper", "ink")[i % 3] ink = flip(ground) num = r.num units = sum(0.45 if ch in ".,:" else 1.0 for ch in num) @@ -1394,7 +1397,7 @@ def draw(F: Film, t0: float, t1: float) -> str: out = [F.bg(ground)] out.append(f'{F.tf("scale", [(0, (1.0, 1.0)), (t0, (1.0, 1.0)), (t1, (1.05, 1.05))])}' f'{odo(F, x, base, num, size, ink, t0 + 0.02, adv)}') - out.append(f'' + out.append(f'' f'{F.anim("width", [(0, 0), *tween(t0 + 0.4, 0.4, 0.0, adv * units, "out", 4)])}') sz, lines = fitlines(r.label.upper(), 860, 34, 20, 2) out.append(F.reveal(t0 + 0.5, 40, base + 50, 920, 100, "".join(F.text(W / 2, base + 50 + sz + sz * 1.1 * j, ln, sz, "k", ink, "middle") @@ -1407,11 +1410,11 @@ def shot_post(i: int, p: Post) -> Draw: """A post: its kind stamped on, its title cascading in.""" def draw(F: Film, t0: float, t1: float) -> str: out = [F.bg("paper"), f'', - F.at(W - 40, H + 20, '', + F.at(W - 40, H + 20, '', F.tf("translate", [(0, (400.0, 0.0)), *tween(t0, 0.5, (400.0, 0.0), (0.0, 0.0), "out", 5), (t1, (-30.0, 0.0))]), F.tf("rotate", [(0, -120.0), *tween(t0, 0.5, -120.0, 0.0, "out", 5), (t1, 14.0)])), f'{F.slide(t0 + 0.1, 0, -300, 0.35, "back")}'] - plate = "red" if p.kind == "NEWS" else "ink" + plate = "green" if p.kind == "NEWS" else "ink" out.append(F.at(130, 110, f'' + F.text(0, 10, p.kind, 28, "t", "paper", "middle"), F.tf("rotate", [(0, -6.0)]), F.tf("scale", [(0, (2.6, 2.6)), *tween(t0, 0.22, (2.6, 2.6), (1.0, 1.0), "back", 5)]))) out.append(F.reveal(t0 + 0.2, 240, 90, 600, 40, F.text(240, 120, p.date.upper(), 22, "t", "mute"), 0.3)) @@ -1464,13 +1467,13 @@ def shot_principles(F: Film, t0: float, t1: float) -> str: """How they work: each principle stamped on its plate, pushing the ones before it up the stack.""" items = F.f.principles[:6] out = [F.bg("paper"), F.pop(t0, 50, 90, F.text(0, 0, "HOW WE WORK", 52, "k"), 1.6, 0.3), - f'{F.anim("width", [(0, 0), *tween(t0 + 0.1, 0.4, 0.0, 200.0, "out", 4)])}'] + f'{F.anim("width", [(0, 0), *tween(t0 + 0.1, 0.4, 0.0, 200.0, "out", 4)])}'] step = (t1 - t0 - 0.4) / max(len(items), 1) for i, s in enumerate(items): ti = t0 + 0.3 + step * i size = min(40.0, 820 / max(capw(s.upper(), 1), 1e-6)) w = capw(s.upper(), size) + 50 - plate = ("red", "ink")[i % 2] + plate = ("green", "ink")[i % 2] body = (f'' + F.text(0, size * 0.3, s.upper(), size, "k", "paper", "middle", f' textLength="{n(w - 50)}" lengthAdjust="spacingAndGlyphs"')) ys = [(0, (0.0, 0.0))] @@ -1486,22 +1489,22 @@ def shot_principles(F: Film, t0: float, t1: float) -> str: def shot_outro(F: Film, t0: float, t1: float) -> str: - """Red. The H in paper, the site's name slammed down, the ball drops home -- then an ink plane + """Green. The H in paper, the site's name slammed down, the ball drops home -- then an ink plane sweeps the frame, and it all begins again.""" c = F.c - out = [F.bg("red")] + out = [F.bg("green")] hx, hy, hh = 210.0, 250.0, 260.0 if 'id="hshape"' not in "".join(F.sh.defs): mark_defs(F.sh, F.f.logo, HEIGHT_H) sx, sy, sr = _slot(F, hh) Ts = 10.0 frames = [swing(u, 30, -10) for u in P.loop_frames(48)] - css, slab = P.extrude("ho", "hshape", frames, Ts, (0, 0), hh * 0.28, 20, (c["ink"], P.mix(c["ink"], c["red"], .5)), "paper") + css, slab = P.extrude("ho", "hshape", frames, Ts, (0, 0), hh * 0.28, 20, (c["ink"], P.mix(c["ink"], c["green"], .5)), "paper") F.sh.css.append(css) out.append(F.at(hx, hy, f'{slab}', F.tf("scale", [(0, (0.3, 0.3)), *tween(t0, 0.4, (0.3, 0.3), (1.0, 1.0), "back", 6)]))) site = SITE.split("//", 1)[-1].upper() size = min(96.0, 560 / capw(site, 1)) - out.append(F.pop(t0 + 0.3, 400, 260, blockword(F, 0, 0, site, size, t0 + 0.5, "paper", (c["ink"], P.mix(c["ink"], c["red"], .4)), length=capw(site, size)), 1.8, 0.3)) + out.append(F.pop(t0 + 0.3, 400, 260, blockword(F, 0, 0, site, size, t0 + 0.5, "paper", (c["ink"], P.mix(c["ink"], c["green"], .4)), length=capw(site, size)), 1.8, 0.3)) out.append(F.reveal(t0 + 0.7, 400, 280, 560, 40, F.text(404, 312, "GITHUB.COM/HUMANFIA", 24, "t", "ink"), 0.4)) for j, (what, href) in enumerate(F.f.contact[:3]): where = href.split("//", 1)[-1].rstrip("/") @@ -1509,7 +1512,7 @@ def shot_outro(F: Film, t0: float, t1: float) -> str: x = 40 + j * 312 out.append(f'{F.slide(ti, 0, 220, 0.35, "back")}' + "".join(F.text(x + 16, 432 + 22 * k, ln, 17, "b", "paper") for k, ln in enumerate(wrap(what, 17, 270, 2))) - + F.text(x + 16, 494, fit(where.upper(), 13, 270), 13, "t", "red") + "") + + F.text(x + 16, 494, fit(where.upper(), 13, 270), 13, "t", "green") + "") def slot(t: float) -> tuple[float, float]: m = swing(((t - t0) / Ts) % 1.0, 30, -10) @@ -1613,7 +1616,7 @@ def film(theme: str, f: Facts) -> str: if "scale" in m[:80] else f"{m}{inner}") layers.append(f'{F.show(a, b)}{inner}') if nxt == "whip": # the whip's speed lines - streaks = "".join(f'' + streaks = "".join(f'' for k in range(5)) layers.append(f'{F.show(t1 - 0.2, t1 + 0.2)}{F.tf("translate", [(0, (W, 0.0)), (t1 - 0.2, (W, 0.0)), (t1 + 0.2, (-700.0, 0.0))])}{streaks}') t = t1 @@ -1627,7 +1630,7 @@ def film(theme: str, f: Facts) -> str: rs = [(tt, v[2]) for tt, v in keys] fill = F.sh.ball() motion = F.anim("cx", xs) + F.anim("cy", ys) + F.anim("r", rs) - if F.ball_ink: # at the end the ball is ink, on red + if F.ball_ink: # at the end the ball is ink, on green a, b = F.ball_ink red_on = [(tt, v if not (a <= tt < b) else "0") for tt, v in on] + [(a, "0"), (b, "0")] red_on = sorted(red_on, key=lambda k: k[0]) diff --git a/tools/test_gen_portfolio.py b/tools/test_gen_portfolio.py index 3cf1bc9..4fa9847 100644 --- a/tools/test_gen_portfolio.py +++ b/tools/test_gen_portfolio.py @@ -64,7 +64,7 @@ LOGO = """H -""" +""" RSS = ('Ahttps://h/news/a' "Fri, 02 Oct 2026 00:00:00 GMTAnn, Bo") @@ -275,13 +275,13 @@ def test_nothing_is_loaded_and_nothing_runs(self) -> None: def test_no_one_is_marked_out_among_the_people(self) -> None: shot = self.film_of("people") - self.assertNotIn('class="red"', shot) - self.assertNotIn(g.THEMES["light"]["red"], shot) + self.assertNotIn('class="green"', shot) + self.assertNotIn(g.THEMES["light"]["green"], shot) self.assertNotIn("saturate", shot) # faces in their own colours self.assertIn("data:image/png;base64,AAAA", shot) def test_the_runtime_marks_the_native_model_call(self) -> None: - self.assertRegex(self.film_of("tower"), r'class="red"/>]*>litellm · a model call') + self.assertRegex(self.film_of("tower"), r'class="green"/>]*>litellm · a model call') def test_the_readme_is_the_film_linked_to_the_site(self) -> None: md = g.readme(self.f)