developer-roadmap

acting--tool-invocation@sHYd4KsKlmw5Im3nQ19W8.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

agent-loop@Eih4eybuYB3C2So8K0AT3.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

agno@PY5WTJgRnXiYeOM6BBUvn.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

anthropic-tool-use@1EZFbDHA5J5_5BPMLMxXb.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

api-requests@52qxjZILV-X1isup6dazC.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

autogen@7YtnQ9-KIvGPSpDzEDexl.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

basic-backend-development@VPI89s-m885r2YrXjYxdd.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

be-specific-in-what-you-want@qFKFM2qNPEN7EoD0V-1SM.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

bias--toxicity-guardrails@EyLo2j8IQsIK91SKaXkmK.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

chain-of-thought-cot@qwdh5pkBbrF8LKPxbZp4F.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

closed-weight-models@tJYmEDDwK0LtEux-kwp9B.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

code-execution--repl@mS0EVCkWuPN_GkVPng4A2.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

code-generation@PK8w31GlvtmAuU92sHaqr.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

context-windows@dyn1LSioema-Bf9lLTgUZ.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

creating-mcp-servers@1NXIN-Hbjl5rPy_mqxQYW.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

crewai@uFPJqgU4qGvZyxTv-osZA.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

dag-agents@Ep8RoZSy_Iq_zWXlGQLZo.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

data-analysis@wKYEaPWNsR30TIpHaxSsq.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

data-privacy--pii-redaction@rdlYBJNNyZUshzsJawME4.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

database-queries@sV1BnA2-qBnXoKpUn-8Ub.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

deepeval@0924QUH1wV7Mp-Xu0FAhF.md

fix: correct typos and improve clarity in various documentation files (#10235 )

2026-08-14 18:59:55 +02:00

email--slack--sms@qaNr5I-NQPnfrRH7ynGTl.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

embeddings-and-vector-search@UIm54UmICKgep6s8Itcyv.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

episodic-vs-semantic-memory@EfCCNqLMJpWKKtamUa5gK.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

file-system-access@BoJqZvdGam4cd6G6yK2IV.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

fine-tuning-vs-prompt-engineering@5OW_6o286mj470ElFyJ_5.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

forgetting--aging-strategies@m-97m7SI0XpBnhEE8-_1S.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

frequency-penalty@z_N-Y0zGkv8_qHPuVtimL.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

gemini-function-calling@_iIsBJTVS6OBf_dsdmbVO.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

git-and-terminal-usage@McREk2zHOlIrqbGSKbX-J.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

haystack@XS-FsvtrXGZ8DPrwOsnlI.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

helicone@MLxP5N0Vrmwh-kyvNeGXn.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

human-in-the-loop-evaluation@rHxdxN97ZcU7MPl8L1jzN.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

integration-testing-for-flows@P9-SiIda3TSjHsfkI5OUV.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

iterate-and-test-your-prompts@noTuUFnHSBzn7GKG9UZEi.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

langchain@Ka6VpCEnqABvwiF9vba7t.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

langfuse@UoIheaJlShiceafrWALEH.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

langgraph@O53AvUSRB5SI6hhwKxniL.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

langsmith@SS8mGqf9wfrNqenIWvN8Z.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

langsmith@xp7TCTRE9HP60_rGzTUF6.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

llamaindex@iEHF-Jm3ck-Iu85EbCoDi.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

llm-native-function-calling@aafZxtjxiwzJH1lwHBODi.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

local-desktop@iBtJp24F_kJE3YlBsW60s.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

long-term-memory@Ue633fz6Xu2wa2-KOAtdP.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

manual-from-scratch@US6T5dXM8IY9V2qZnTOFW.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

max-length@Bn_BkthrVX_vOuwQzvPZa.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

mcp-client@CGVstUxVXLJcYZrwk3iNQ.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

mcp-hosts@9FryAIrWRHh8YlzKX3et5.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

mcp-servers@yv_-87FVM7WKn5iv6LW9q.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

metrics-to-track@v8qLnyFRnEumodBYxQSXQ.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

model-context-protocol-mcp@1B0IqRNYdtbHDi1jHSXuI.md

fix(ai-agents): correct MCP description that confused it with prompt formatting (#10247 )

2026-09-01 11:45:00 +02:00

multi-agents@FjAYD6ZhAuPcS6gbvBBtE.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

npc--game-ai@ok8vN7VtCgyef5x6aoQaL.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

observation--reflection@ZJTrun3jK3zBGOTm1jdMI.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

open-weight-models@DSJAhQhc1dQmBHQ8ZkTau.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

openai-assistant-api@37GBFVZ2J2d5r8bd1ViHq.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

openai-functions-calling@AQtxTTxmBpfl8BMgJbGzc.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

openllmetry@7UqPXUzqKYXklnB3x-tsv.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

perception--user-input@LU76AhCYDjxdBhpMQ4eMU.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

personal-assistant@PPdAutqJF5G60Eg9lYBND.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

planner-executor@6YLCMWzystao6byCYCTPO.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

presence-penalty@Vd8ycw8pW-ZKvg5WYFtoh.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

pricing-of-common-models@B8dzg61TGaknuruBgkEJd.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

prompt-injection--jailbreaks@SU2RuicMUo8tiAsQtDI1k.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

provide-additional-context@6I42CoeWX-kkFXTKAY7rw.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

rag-agent@cW8O4vLLKEG-Q0dE8E5Zp.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

rag-and-vector-databases@wkS4yOJ3JdZQE_yBID8K7.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

ragas@YzEDtGEaMaMWVt0W03HRt.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

react-reason--act@53xDks6JQ33fHMa3XcuCd.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

reason-and-plan@ycPRgRYR4lEBQr_xxHKnM.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

reasoning-vs-standard-models@N3yZfUxphxjiupqGpyaS9.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

remote--cloud@dHNMX3_t1KSDdAWqgdJXv.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

rest-api-knowledge@QtTwecLdvQa8pgELJ6i80.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

safety--red-team-testing@63nsfJFO1BwjLX_ZVaPFC.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

self-critique-agents@hBW8-z72NcETDn_cearYc.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

short-term--memory@M3U6RfIqaiut2nuOibY8W.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

smol-depot@eWxQiBrxIUG2JNcrdfIHS.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

specify-length-format-etc@wwHHlEoPAx0TLxbtY6nMA.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

stopping-criteria@K0G-Lw069jXUJwZqHtybd.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

streamed-vs-unstreamed-responses@i2NE6haX9-7mdoV5LQ3Ah.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

structured-logging--tracing@zs6LM8WEnb0ERWpiaQCgc.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

summarization--compression@jTDC19BTWCqxqMizrIJHr.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

temperature@L1zL1GzqjSAjF06pIIXhy.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

token-based-pricing@1fiWPBV99E2YncqdCgUw2.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

tokenization@GAjuWyJl9CI1nqXBp6XCf.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

tool-definition@qakbxB8xe7Y8gejC5cZnK.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

tool-sandboxing--permissioning@UVzLGXG6K7HQVHmw8ZAv2.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

top-p@icbp1NjurQfdM0dHnz6v2.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

transformer-models-and-llms@ZF5_5Y5zqa75Ov22JACX6.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

tree-of-thought@Nmy1PoB32DcWZnPM8l8jT.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

understand-the-basics-of-rag@qwVQOwBTLA2yUgRISzC8k.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

unit-testing-for-individual-tools@qo_O4YAe4-MTP_ZJoXJHR.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

use-examples-in-your-prompt@yulzE4ZNLhXOgHhG7BtZQ.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

use-relevant-technical-terms@sUwdtOX550tSdceaeFPmF.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

user-profile-storage@QJqXHV8VHPTnfYfmKPzW7.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

web-scraping--crawling@5oLc-235bvKhApxzYFkEc.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

web-search@kBtqT8AduLoYDWopj-V9_.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

what-are-ai-agents@aFZAm44nP5NefX_9TpT0A.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

what-are-tools@2zsOUWJQ8e7wnoHmq1icG.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

what-is-agent-memory@TBH_DZTAfR8Daoh-njNFC.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00

what-is-prompt-engineering@Y8EqzFx3qxtrSh7bWbbV8.md

feat: clean roadmap content and sync scripts (#10181 )

2026-07-28 05:45:17 +06:00