diff --git a/app/mix.lock b/app/mix.lock
index 9ac94f5..88fa72b 100644
--- a/app/mix.lock
+++ b/app/mix.lock
@@ -1,5 +1,5 @@
 %{
-  "ash": {:hex, :ash, "3.33.11", "4118ddcab0b6c3c388fa7f69cc1fe5850f550bb7c26307b34f7a642f73ae4bf2", [:mix], [{:crux, ">= 0.1.2 and < 1.0.0-0", [hex: :crux, repo: "hexpm", optional: false]}, {:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: false]}, {:ecto, "~> 3.14", [hex: :ecto, repo: "hexpm", optional: false]}, {:ets, "~> 0.8", [hex: :ets, repo: "hexpm", optional: false]}, {:igniter, ">= 0.6.29 and < 1.0.0-0", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, ">= 1.0.0", [hex: :jason, repo: "hexpm", optional: false]}, {:picosat_elixir, "~> 0.2", [hex: :picosat_elixir, repo: "hexpm", optional: true]}, {:plug, ">= 0.0.0", [hex: :plug, repo: "hexpm", optional: true]}, {:reactor, "~> 1.0", [hex: :reactor, repo: "hexpm", optional: false]}, {:simple_sat, ">= 0.1.1 and < 1.0.0-0", [hex: :simple_sat, repo: "hexpm", optional: true]}, {:spark, ">= 2.6.0", [hex: :spark, repo: "hexpm", optional: false]}, {:splode, "~> 0.3", [hex: :splode, repo: "hexpm", optional: false]}, {:stream_data, "~> 1.0", [hex: :stream_data, repo: "hexpm", optional: false]}, {:telemetry, "~> 1.1", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "f36bdbab6ccc07029d09e4a8b75f9f4a1c0f14bc62db68cc4dd7eefa16c3b8b9"},
+  "ash": {:hex, :ash, "3.34.4", "b799d852dca874b4afbe3bfa3477099e23b58830250fa6144c48ef7f58cf67d0", [:mix], [{:crux, ">= 0.1.2 and < 1.0.0-0", [hex: :crux, repo: "hexpm", optional: false]}, {:decimal, "~> 2.0 or ~> 3.0", [hex: :decimal, repo: "hexpm", optional: false]}, {:ecto, "~> 3.14", [hex: :ecto, repo: "hexpm", optional: false]}, {:ets, "~> 0.8", [hex: :ets, repo: "hexpm", optional: false]}, {:igniter, ">= 0.6.29 and < 1.0.0-0", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, ">= 1.0.0", [hex: :jason, repo: "hexpm", optional: false]}, {:picosat_elixir, "~> 0.2", [hex: :picosat_elixir, repo: "hexpm", optional: true]}, {:plug, ">= 0.0.0", [hex: :plug, repo: "hexpm", optional: true]}, {:reactor, "~> 1.0", [hex: :reactor, repo: "hexpm", optional: false]}, {:simple_sat, ">= 0.1.1 and < 1.0.0-0", [hex: :simple_sat, repo: "hexpm", optional: true]}, {:spark, ">= 2.7.6 and < 3.0.0-0", [hex: :spark, repo: "hexpm", optional: false]}, {:splode, "~> 0.3", [hex: :splode, repo: "hexpm", optional: false]}, {:stream_data, "~> 1.0", [hex: :stream_data, repo: "hexpm", optional: false]}, {:telemetry, "~> 1.1", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "bb82f7e412fce03b50abbe87a260ce956d1f67bc97d0544f011fa0d1882f07e4"},
   "bunt": {:hex, :bunt, "1.0.0", "081c2c665f086849e6d57900292b3a161727ab40431219529f13c4ddcf3e7a44", [:mix], [], "hexpm", "dc5f86aa08a5f6fa6b8096f0735c4e76d54ae5c9fa2c143e5a1fc7c1cd9bb6b5"},
   "burrito": {:hex, :burrito, "1.6.0", "7af0a75f11680e8a6e9c01370c9af51cb9d0e15b3226eddf4f438dbc68570520", [:mix], [{:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:req, ">= 0.5.0", [hex: :req, repo: "hexpm", optional: false]}, {:typed_struct, "~> 0.2.0 or ~> 0.3.0", [hex: :typed_struct, repo: "hexpm", optional: false]}], "hexpm", "e636a00b032c45a69ff755d9fc53fa5fdc9e1d21bdbd229075fe4a15b05355fe"},
   "castore": {:hex, :castore, "1.0.21", "0a0e8330dc267a40a3b7ad86d39302764bb71758172904e6a59d5ad6443ce307", [:mix], [], "hexpm", "e42e22723e25dbd46876d056a03f685513d6e98f6b5e555dc551321decd76c5c"},
@@ -13,10 +13,10 @@
   "ecto_sqlite3": {:hex, :ecto_sqlite3, "0.25.0", "309898d694b17a8ca8cd88d648d3a7fe8479b04ea6831a18d97d56ed3541031b", [:mix], [{:decimal, "~> 3.0", [hex: :decimal, repo: "hexpm", optional: false]}, {:ecto, "~> 3.14", [hex: :ecto, repo: "hexpm", optional: false]}, {:ecto_sql, "~> 3.14", [hex: :ecto_sql, repo: "hexpm", optional: false]}, {:exqlite, "~> 0.22", [hex: :exqlite, repo: "hexpm", optional: false]}], "hexpm", "7da65c7af38dccf228320db32f93ae49650b0afdd850a09fd2fb191554b3faf5"},
   "elixir_make": {:hex, :elixir_make, "0.10.0", "16577e2583a79bb79237bbff349619ef5d80afffc07eac6e4faf0d00e2ddaf7d", [:mix], [], "hexpm", "dc1f09fb7fa68866b886abd5f0f3c83553b1a19a52359a899e92af1bb3b31982"},
   "ets": {:hex, :ets, "0.9.0", "79c6a6c205436780486f72d84230c6cba2f8a9920456750ddd1e47389107d5fd", [:mix], [], "hexpm", "2861fdfb04bcaeff370f1a5904eec864f0a56dcfebe5921ea9aadf2a481c822b"},
-  "ex_ast": {:hex, :ex_ast, "0.13.1", "b3d80ec163733176f63662ac44d2511445c224f6b5e4e3ce01f5eff83c4a5993", [:mix], [{:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:sourceror, "~> 1.7", [hex: :sourceror, repo: "hexpm", optional: false]}], "hexpm", "bd15f68cde5ec945b859bd67416f26cf5499f1aef9b067eb2163ed244c7e703a"},
+  "ex_ast": {:hex, :ex_ast, "0.16.0", "cc7580f80fe585fd13cbce01b9092fd78100138440929d9f532a44b0182ea8c6", [:mix], [{:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: false]}, {:sourceror, "~> 1.7", [hex: :sourceror, repo: "hexpm", optional: false]}], "hexpm", "700303b0cb693cb36dbac3a2f66a609282b108114fa20179395f36a13a9043b4"},
   "exqlite": {:hex, :exqlite, "0.41.0", "f7b6d9730d19efd8a2c9d4624172e82d4f98f2094743429c111972994967b4e2", [:make, :mix], [{:cc_precompiler, "~> 0.1", [hex: :cc_precompiler, repo: "hexpm", optional: false]}, {:db_connection, "~> 2.1", [hex: :db_connection, repo: "hexpm", optional: false]}, {:elixir_make, "~> 0.8", [hex: :elixir_make, repo: "hexpm", optional: false]}, {:table, "~> 0.1.0", [hex: :table, repo: "hexpm", optional: true]}], "hexpm", "a7e9b6bed529ab72aa07ed2a925ac109c27e6877a7a8af252361c396a4192855"},
   "file_system": {:hex, :file_system, "1.1.1", "31864f4685b0148f25bd3fbef2b1228457c0c89024ad67f7a81a3ffbc0bbad3a", [:mix], [], "hexpm", "7a15ff97dfe526aeefb090a7a9d3d03aa907e100e262a0f8f7746b78f8f87a5d"},
-  "finch": {:hex, :finch, "0.23.0", "e3f9287ac25a8832f848b144c2b57346aac65b205e2e0629a52adfe6507fd837", [:mix], [{:mime, "~> 1.0 or ~> 2.0", [hex: :mime, repo: "hexpm", optional: false]}, {:mint, "~> 1.8", [hex: :mint, repo: "hexpm", optional: false]}, {:nimble_options, "~> 0.4 or ~> 1.0", [hex: :nimble_options, repo: "hexpm", optional: false]}, {:nimble_pool, "~> 1.1", [hex: :nimble_pool, repo: "hexpm", optional: false]}, {:telemetry, "~> 0.4 or ~> 1.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "80e58d3f936f57e3fdf404f83a3642897ae6d9fb642934e46da4d8fe761b99d5"},
+  "finch": {:hex, :finch, "0.24.0", "4022b6194e907b6d9b597c168001cac38e488a35fe36cef9d8297e3159782510", [:mix], [{:mime, "~> 1.0 or ~> 2.0", [hex: :mime, repo: "hexpm", optional: false]}, {:mint, "~> 1.8", [hex: :mint, repo: "hexpm", optional: false]}, {:nimble_options, "~> 0.4 or ~> 1.0", [hex: :nimble_options, repo: "hexpm", optional: false]}, {:nimble_pool, "~> 1.1", [hex: :nimble_pool, repo: "hexpm", optional: false]}, {:telemetry, "~> 0.4 or ~> 1.0", [hex: :telemetry, repo: "hexpm", optional: false]}], "hexpm", "33ba40069c3587c2f99f9125b766e19dad87d6d54be3c6961db2304df04cef00"},
   "glob_ex": {:hex, :glob_ex, "0.1.12", "7b2d9369c20e2697efcfd185d13d6e84c94cd3bfd2730fbde613141c2e015c00", [:mix], [], "hexpm", "2e2fac83f113514434c7eaf267b4c38af2f91766f1cab2c5db7053b7fc1ee0bb"},
   "hex_core": {:hex, :hex_core, "0.19.0", "b9b5d3cde2d5227b85c62c4ab9f9db586e6b38cf65a9bf5b683757cae9ced5eb", [:rebar3], [], "hexpm", "c2cc414f3893a7edbcab28207cadca13829407abe41f689c82f379fe22f026a5"},
   "hpax": {:hex, :hpax, "1.1.0", "782931867cc23217c68fb5f68fe1a11f5e7544c7fda82c8a7019a5df5a4a1cdf", [:mix], [], "hexpm", "0b8d0f05832f55571d65ac720f79bf8994138ffbb133209dc4685eae0ad456a8"},
@@ -46,12 +46,12 @@
   "protobuf": {:hex, :protobuf, "0.17.0", "39e24e43c9648e148feba16ed51100b5b2028ea900b55460377b0476f6e10613", [:mix], [{:jason, "~> 1.2", [hex: :jason, repo: "hexpm", optional: true]}], "hexpm", "ca6c91f6f63e2c147b47f03eefd10b80538aa6fc55ff4b12b795efb786b0152f"},
   "purl": {:hex, :purl, "0.5.0", "67cc2a57142236ad4a93184e8db5b83e8285b4b7cf7ad4a67eeefcb61e3134f3", [:mix, :rebar3], [{:stream_data, "~> 1.1", [hex: :stream_data, repo: "hexpm", optional: true]}], "hexpm", "658057133f7698b250821828185997279dba75f3991f5b570357cf3d73f64b4d"},
   "reactor": {:hex, :reactor, "1.0.7", "804bd237609df9162d7c61f68c6243722ef3ea2f9c48e693a04b7f09cf99e4d6", [:mix], [{:igniter, "~> 0.4", [hex: :igniter, repo: "hexpm", optional: true]}, {:iterex, "~> 0.1", [hex: :iterex, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:multigraph, "~> 0.16.1-mg.2", [hex: :multigraph, repo: "hexpm", optional: false]}, {:spark, ">= 2.3.3 and < 3.0.0-0", [hex: :spark, repo: "hexpm", optional: false]}, {:splode, "~> 0.2", [hex: :splode, repo: "hexpm", optional: false]}, {:telemetry, "~> 1.2", [hex: :telemetry, repo: "hexpm", optional: false]}, {:yaml_elixir, "~> 2.11", [hex: :yaml_elixir, repo: "hexpm", optional: false]}, {:ymlr, "~> 5.0", [hex: :ymlr, repo: "hexpm", optional: false]}], "hexpm", "d5eddbdcdf1016d76d713c927741f6db21421271cea015b0d355d6b1097206a4"},
-  "req": {:hex, :req, "0.7.4", "23e9ffec17de032a46a4b15ed65c09793893bf4a7c680f4bbf6227fce6bdf74d", [:mix], [{:brotli, "~> 0.3.1", [hex: :brotli, repo: "hexpm", optional: true]}, {:finch, "~> 0.21", [hex: :finch, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mime, "~> 2.0.6 or ~> 2.1", [hex: :mime, repo: "hexpm", optional: false]}, {:nimble_csv, "~> 1.0", [hex: :nimble_csv, repo: "hexpm", optional: true]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: true]}], "hexpm", "4b192d63253e8dcc6221ef992ea9ebef7d3555166e8423aa5b553e86bc3c69a2"},
+  "req": {:hex, :req, "0.7.5", "0c3293cbf7717aba20b1b1b3ea13fe8d3fdf6f1557490f390c3f1ef6dd9db955", [:mix], [{:brotli, "~> 0.3.1", [hex: :brotli, repo: "hexpm", optional: true]}, {:finch, "~> 0.21", [hex: :finch, repo: "hexpm", optional: false]}, {:jason, "~> 1.0", [hex: :jason, repo: "hexpm", optional: false]}, {:mime, "~> 2.0.6 or ~> 2.1", [hex: :mime, repo: "hexpm", optional: false]}, {:nimble_csv, "~> 1.0", [hex: :nimble_csv, repo: "hexpm", optional: true]}, {:plug, "~> 1.0", [hex: :plug, repo: "hexpm", optional: true]}], "hexpm", "576853c4bf403faa3c1fa5d093e0759227083b78f8a6864c67d62c0a9c45514d"},
   "rewrite": {:hex, :rewrite, "1.3.0", "67448ba7975690b35ba7e7f35717efcce317dbd5963cb0577aa7325c1923121a", [:mix], [{:glob_ex, "~> 0.1", [hex: :glob_ex, repo: "hexpm", optional: false]}, {:sourceror, "~> 1.0", [hex: :sourceror, repo: "hexpm", optional: false]}, {:text_diff, "~> 0.1", [hex: :text_diff, repo: "hexpm", optional: false]}], "hexpm", "d111ac7ff3a58a802ef4f193bbd1831e00a9c57b33276e5068e8390a212714a5"},
   "rustler_precompiled": {:hex, :rustler_precompiled, "0.8.4", "700a878312acfac79fb6c572bb8b57f5aae05fe1cf70d34b5974850bbf2c05bf", [:mix], [{:castore, "~> 0.1 or ~> 1.0", [hex: :castore, repo: "hexpm", optional: false]}, {:rustler, "~> 0.23", [hex: :rustler, repo: "hexpm", optional: true]}], "hexpm", "3b33d99b540b15f142ba47944f7a163a25069f6d608783c321029bc1ffb09514"},
   "sbom": {:hex, :sbom, "0.11.0", "b36348696dc1a0a0a350ebf26de12b7508fb774e565e213cba95751fc73a5447", [:mix], [{:hex_core, "~> 0.19.0", [hex: :hex_core, repo: "hexpm", optional: false]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: true]}, {:optimus, "~> 0.6.1", [hex: :optimus, repo: "hexpm", optional: false]}, {:protobuf, "~> 0.17.0", [hex: :protobuf, repo: "hexpm", optional: false]}, {:purl, "~> 0.5.0", [hex: :purl, repo: "hexpm", optional: false]}], "hexpm", "edbd95e75155fed8fe61a19f21ea590c58178fe237c816afa534bc514ae53eb9"},
   "sourceror": {:hex, :sourceror, "1.12.3", "f58eebef0765c7a369a49a755ab2a5ee88d92777f403ea5a08b722cefcc37f51", [:mix], [], "hexpm", "d5f2f37099de794840f08c54ae546d7f6e4ea015e397be64aebe4996fa9f7da7"},
-  "spark": {:hex, :spark, "2.7.3", "006c41968d557f4c82ebad5dad29656d604ff59a0f8e705a75f0cc70b76c8e7c", [:mix], [{:igniter, ">= 0.3.64 and < 1.0.0-0", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: true]}, {:sourceror, "~> 1.2", [hex: :sourceror, repo: "hexpm", optional: true]}], "hexpm", "ffced2f13ee13695f3a7284e5ae03724adb0014bd4b65b2cf40ee48a878d5d05"},
+  "spark": {:hex, :spark, "2.7.6", "4d231243c599c255ea65d84b8290e3b50cfe27eaba2fd970a85b62519c14eb7b", [:mix], [{:igniter, ">= 0.3.64 and < 1.0.0-0", [hex: :igniter, repo: "hexpm", optional: true]}, {:jason, "~> 1.4", [hex: :jason, repo: "hexpm", optional: true]}, {:sourceror, "~> 1.2", [hex: :sourceror, repo: "hexpm", optional: true]}], "hexpm", "8b213ddc2ebb43729c3dfbdd60fe3cffecd3352a149e03ad4ff2dfbe854204cc"},
   "spitfire": {:hex, :spitfire, "0.4.2", "5c719208d4eeb810e5b2a2aa1024d1e4b2974b7ca422c274b2486666e5159735", [:mix], [], "hexpm", "9bbbbffe93e6f88ccf193487ef56b83c2646a6dc3875bb0975d4654bfe96c5bb"},
   "splode": {:hex, :splode, "0.3.2", "7716b6b2260a98a6f018c65cc0393da2cdf17314202eb351a0956e8762190dff", [:mix], [], "hexpm", "08fd658f80da7f1cd254b149164dcff8acd44b22f032001d5416b97223d32bc9"},
   "stream_data": {:hex, :stream_data, "1.4.0", "026f929db613aabea6208012ae9b8970d3fd5f88b3bdf26831bc536f98c42036", [:mix], [], "hexpm", "2b0ee3a340dcce1c8cf6302a763ee757d1e01c54d6e16d9069062509d68b1dc9"},
diff --git a/mise.toml b/mise.toml
index 97f263a..bcbbe7b 100644
--- a/mise.toml
+++ b/mise.toml
@@ -8,8 +8,8 @@ erlang = "29.0.3"
 elixir = "1.20.3"
 python = "3.14.7"
 uv = "0.12.18"
-codex = "0.157.1"
-claude = "2.1.283"
+codex = "0.161.0"
+claude = "2.1.292"
 [env]
 #ANTHROPIC_BASE_URL = "http://127.0.0.1:13305"
 #ANTHROPIC_AUTH_TOKEN = "lemonade"