Ibibazo by'isi y'ukuri
Reba uko amatsinda akoresha Engram kugira ngo yohereze kode nziza, vuba.
Ku bayobozi b'amatsinda n'abayobozi b'ubuhanga
Aho Engram yihutisha engineering work mu buryo nyabwo: agent onboarding, incidents zisubiramo, repo conventions, na multi-tool teams.
Kwinjiza agent nshya muri repo
Developer mushya cyangwa fresh agent yinjira muri repo. Engram ntisimbura docs, ariko iha agent project conventions, known gotchas, na architecture decisions mbere yo guhindura code.
Agent itekereza ishingiye kuri current files ikabura past decisions cyangwa edge cases.
Agent ibanza gupakira repo memory, igatanga suggestions nke zidakwiye, ikanagabanya review loop.
$ engram_get_context({ repo: "main-api" }) -> 200 memories loaded
Gukosora kw'Ijoro mu Gicuruzwa
Igicuruzwa kigwa saa munane z'ijoro. Ufungura agent wawe yo gukora kode. Engram yibuka: "Ubwo bwa nyuma auth yacitse, byari igenamiterere ya JWT mu .env.production." Bikosoye mu minota 3.
Gukosora saa munane z'ijoro, gushakisha mu mateka ya Slack, gutekenya
engram_recall -> igikosora nyacyo cy'icyabaye. Iminota 3, atari 30.
$ engram_recall({ query: "auth service down" }) -> "JWT expiry in .env.production, set to 24h not 1h"
Gusangira Amategeko Hagati y'Amatsinda
Itsinda ry'imbere ryemera ishusho nshya ya API. Agent z'itsinda ry'inyuma ziga binyuze muri Engram. Nta nama yateganyijwe, nta wiki yavuguruwe.
Amategeko yanditswe mu wiki nta wuyisoma. Amatsinda aratandukana.
Itsinda rimwe ribika amategeko. Agent z'amatsinda yose arayakurikira.
$ engram_store({ type: "CONVENTION", content: "API responses use { data, error, meta } envelope" })
Kwiga Nyuma y'Icyabaye
Ububiko bw'amakuru bugwa. Impamvu: gukama kw'ikidendezi cy'amahuzanyo. Igikosora kibitswe muri Engram. Iyo agent iyo ari yo yose ihura n'ibibazo by'ikidendezi, yibuka igikosora ako kanya.
Inyandiko y'isuzuma yanditswe, yashyinguwe, yibagiranwe.
Igikosora kibitswe nka GOTCHA. Buri agent arabizi ubuziraherezo.
$ engram_store({ type: "GOTCHA", content: "Pool exhaustion: max 20 connections, use pgbouncer" })
Guhuza Ibikoresho Byinshi
Alice akoresha Claude Code, Bob akoresha Cursor, Charlie akoresha Gemini cyangwa Antigravity. Kode imwe. Engram yemeza ko agent zose zikurikiza amategeko amwe, nta miterere ya AI ibitera.
AI ya buri mukozi igasaba amashusho atandukanye. Isuzuma rya kode rigafata ibibazo.
Agent zose zibuka amategeko amwe. Guhuza nta guhata.
$ engram_recall({ query: "code conventions" }) -> 12 CONVENTION memories loaded
Ingero zisomwa n'imashini
Amashusho yo gukoporora ku ba AI agent bo gukora kode. Buri urugero rugaragaza guhamagara igikoresho cya MCP n'igisubizo gitegerejwe.
Gutangiza Inama
Utangiye inama nshya. Mbere yo kwandika kode, shyira mu bikorwa umwanya.
engram_get_context({
repo: "api-backend",
task: "add payment endpoint"
})15 memories loaded (conventions: snake_case DB, gotchas: Stripe webhook idempotency...)
Kugenzura Mbere y'Icyemezo
Ugiye guhitamo hagati ya REST na GraphQL. Genzura mbere ububiko bw'itsinda.
engram_recall({
query: "REST vs GraphQL decision"
})ARCHITECTURE memory found: "REST for external APIs, GraphQL for internal dashboard. Decision made 2024-06."
Kwandika Igikosora cy'Ikosa
Wamaze iminota 30 ukosora. Bika igikosora kugira ngo nta agent ikimara igihe kuri ibyo.
engram_store({
type: "SOLUTION",
content: "TypeError in Prisma 7: use PrismaPg adapter, not raw PrismaClient()",
tags: ["prisma", "typescript"]
})Ububiko bwabitswe neza. Bushobora gukoreshwa na agent zose muri aha hantu h'akazi.
Uruziga rw'Ibitekerezo
Wibukije ububiko kandi bwafashije. Menyesha kugira ngo sisitemu yige.
engram_report_outcome({
memory_id: "mem_xyz",
success: true,
detail: "Migration worked perfectly"
})
engram_report_outcome({
memory_id: "mem_abc",
success: false,
failure_reason: "outdated",
detail: "This was for Prisma 5, we use 7 now"
})Ububiko bwabitswe neza. Bushobora gukoreshwa na agent zose muri aha hantu h'akazi.
Gukorana Hagati ya Modeli
Agent wa Cursor yabitse ikibazo ejo. Uri agent wa Claude Code. Ubiheraho uyu munsi.
engram_recall({
query: "Neon database"
})GOTCHA (stored by cursor, confidence: 0.82): "Neon drops connections at 10s. Fix: connect_timeout=30"