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Author SHA1 Message Date
Codex 8ba8dca3e7 docs(priorities): drop completed examples task
Harness (E2E) / Harnesses (mock LLM) (push) Waiting to run
Harness (E2E) / Provider harnesses (live LLM conformance) (push) Waiting to run
Lint / golangci-lint (push) Waiting to run
Run Tests / Unit Tests (push) Waiting to run
Run Tests / Etcd Integration Tests (push) Waiting to run
2026-07-01 19:41:09 +00:00
Asim Aslam b49f5072b1 loop: have DevRel maintain CHANGELOG.md and draft a changelog blog post (#3584)
The DevRel pass now keeps the changelog living instead of letting it drift:
each daily run reconciles a Keep-a-Changelog `[Unreleased]` section against the
PRs that actually merged (user-facing entries only; internal loop/CI churn
skipped) and rolls it into a dated version heading whenever loop-release cuts a
new v6.MINOR.PATCH tag. When enough user-facing work has accumulated (roughly a
week's worth, not a near-empty post every day) it also drafts a "what's new"
changelog blog post narrating what shipped.

Autonomy boundary preserved: CHANGELOG.md upkeep is a safe factual change and
rides the auto-merged DevRel PR; the changelog blog post is opened as its own
PR but left for the human to review/merge, since blog voice stays with the human.

Also fix the CHANGELOG preamble: it claimed calendar versions (YYYY.MM) while
tags are semver (v6.MINOR.PATCH). Correct it, add an `[Unreleased]` section
seeded from real recent work, and note the historical 2026.0x headings.


Claude-Session: https://claude.ai/code/session_01CmdEY7pYmV5zzwCjNJ4ykL

Co-authored-by: Claude <noreply@anthropic.com>
2026-07-01 20:29:53 +01:00
Asim Aslam 63ebe6ab9c docs: surface runnable lifecycle examples (#3585)
Co-authored-by: Codex <codex@openai.com>
2026-07-01 20:25:33 +01:00
Asim Aslam f192c4947c docs(priorities): drop completed install task (#3581)
Co-authored-by: Codex <codex@openai.com>
2026-07-01 19:46:45 +01:00
Asim Aslam 7fd749b475 docs: lead v6 installs with latest (#3579)
Co-authored-by: Codex <codex@openai.com>
2026-07-01 19:24:10 +01:00
8 changed files with 140 additions and 28 deletions
+18 -4
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@@ -6,10 +6,16 @@ name: "Loop: DevRel"
# code; this keeps the story coherent: docs/website aligned, README crisp, and
# a steady supply of things worth blogging about.
#
# It also keeps the CHANGELOG living: each run reconciles the `[Unreleased]`
# section of CHANGELOG.md against what actually merged (rolling it into a dated
# version heading whenever a new tag was cut), and — when enough has shipped —
# drafts a "what's new" changelog blog post narrating it.
#
# Like the increment loop it opens a fresh issue and dispatches Codex via
# CODEX_TRIGGER_TOKEN (Codex ignores Actions-bot comments). Autonomy boundary:
# SAFE factual-alignment and crispness fixes auto-merge; brand/positioning copy
# and blog drafts are surfaced in the report for the human, never auto-merged.
# SAFE factual-alignment and crispness fixes — including CHANGELOG.md upkeep —
# auto-merge; brand/positioning copy and the changelog blog post are opened as a
# PR but left for the human to review/merge (blog voice stays with the human).
on:
workflow_dispatch: {}
@@ -40,8 +46,16 @@ jobs:
fi
ISSUE_URL=$(gh issue create --repo "$REPO" \
--title "DevRel coherence review #$RUN_NUMBER" \
--body "Daily DevRel / coherence pass over README, website (landing + docs), and the blog. North Star: internal/docs/THESIS.md.")
--body "Daily DevRel / coherence pass over README, website (landing + docs), and the blog, plus CHANGELOG.md upkeep and a changelog blog post. North Star: internal/docs/THESIS.md.")
ISSUE_NUM="${ISSUE_URL##*/}"
echo "Opened issue #$ISSUE_NUM — dispatching Codex (DevRel)."
gh issue comment "$ISSUE_NUM" --repo "$REPO" --body \
"@codex Act as DevRel for go-micro. Audit the PUBLIC surface — \`README.md\`, \`internal/website/\` (landing \`index.html\` + \`docs/\`), and the blog under \`internal/website/blog/\` — for coherence with the North Star in internal/docs/THESIS.md (an agent harness and service framework; the services → agents → workflows lifecycle). Look for: (1) places where README / website / docs contradict each other, are stale, or describe behavior that has since changed (cross-check against the code and recent merged PRs / CHANGELOG.md); (2) whether the README is crisp and leads with the harness positioning; (3) one to three genuinely blog-worthy items from recently shipped work. Then do BOTH of these: (A) post a concise findings report as a comment on this issue (#$ISSUE_NUM) — what is aligned, what drifted, what you fixed, and the blog ideas; (B) for SAFE factual-alignment and crispness fixes only (NOT brand/marketing/positioning rewrites), open one PR: \`git switch -c codex/devrel-$ISSUE_NUM\`, \`git push -u origin codex/devrel-$ISSUE_NUM\`, \`gh pr create --base master --label codex --title \"<title>\" --body \"<summary, including 'Closes #$ISSUE_NUM'>\"\`, then \`gh pr merge --squash --auto --delete-branch\`. Leave brand/positioning copy and blog drafts for the human — describe them in the report, do NOT open auto-merging PRs for them. Do not use the make_pr tool (it is a no-op stub). If you touch code, verify go build/test/golangci-lint. Stay out of breaking public-API changes."
"@codex Act as DevRel for go-micro. Do FOUR things this run.
COHERENCE AUDIT. Audit the PUBLIC surface — \`README.md\`, \`internal/website/\` (landing \`index.html\` + \`docs/\`), and the blog under \`internal/website/blog/\` — for coherence with the North Star in internal/docs/THESIS.md (an agent harness and service framework; the services → agents → workflows lifecycle). Look for: (1) places where README / website / docs contradict each other, are stale, or describe behavior that has since changed (cross-check against the code and recent merged PRs); (2) whether the README is crisp and leads with the harness positioning; (3) one to three genuinely blog-worthy items from recently shipped work.
CHANGELOG UPKEEP (this is a SAFE factual task — it goes in the auto-merged PR). Keep CHANGELOG.md living, in [Keep a Changelog](https://keepachangelog.com/) format with the newest content at the top under \`## [Unreleased]\`. (a) Enumerate PRs merged to master since the last CHANGELOG update — \`gh pr list --repo $REPO --state merged --base master --limit 60 --json number,title,mergedAt,labels\` — and compare against what CHANGELOG.md already lists. (b) For each genuinely user-facing change not yet recorded (new capability, behavior/API change, notable fix — SKIP purely internal loop/CI/priorities-refresh churn), add a concise entry under the right \`### Added\` / \`### Changed\` / \`### Fixed\` / \`### Documentation\` subheading of \`## [Unreleased]\`, phrased for a user (what it does, which package), not a commit subject. (c) If a new \`v6.MINOR.PATCH\` tag has been cut since the last run (\`git fetch --tags --force\`; compare the newest \`v6.*\` tag to the versions already in CHANGELOG.md), RENAME the current \`## [Unreleased]\` heading to \`## [MINOR.PATCH] - <Month YYYY>\` for that tag and open a fresh empty \`## [Unreleased]\` above it. Keep it accurate — do not invent entries; if nothing user-facing merged, leave [Unreleased] as-is.
CHANGELOG BLOG POST (blog voice — open a PR but do NOT auto-merge; leave it for the human). If — and only if — enough user-facing work has accumulated since the last changelog post to be worth reading (a meaningful batch, roughly a week's worth; do NOT post an almost-empty update every day), draft a short 'What's new in Go Micro' post that narrates what shipped in plain language (grouped by theme, linking the docs/examples, closing with install/upgrade). Create it as the next-numbered file in \`internal/website/blog/\` (find the highest N, use N+1), mirroring the frontmatter (layout/title/permalink/description) and the post-nav 'previous post' link of the latest existing post, and add an entry at the TOP of \`internal/website/blog/index.html\`. Base it strictly on the CHANGELOG — no speculation.
THEN do all of these: (A) post a concise findings report as a comment on this issue (#$ISSUE_NUM) — what is aligned, what drifted, what you fixed, the CHANGELOG entries you added, whether you drafted a changelog post (and why / why not), and any other blog ideas. (B) Open ONE auto-merging PR for the SAFE factual work only — coherence/crispness fixes AND the CHANGELOG.md update (NOT brand/marketing/positioning rewrites, NOT the blog post): \`git switch -c codex/devrel-$ISSUE_NUM\`, \`git push -u origin codex/devrel-$ISSUE_NUM\`, \`gh pr create --base master --label codex --title \"<title>\" --body \"<summary, including 'Closes #$ISSUE_NUM'>\"\`, then \`gh pr merge --squash --auto --delete-branch\`. (C) If you drafted a changelog blog post, open it as a SEPARATE PR on its own branch (\`codex/devrel-blog-$ISSUE_NUM\`) with a title prefixed 'blog:' and do NOT enable auto-merge — leave it open for the human to review and merge. Do the same (separate, non-auto-merged PR or just a report note) for any brand/positioning copy. Do not use the make_pr tool (it is a no-op stub). If you touch code, verify go build/test/golangci-lint. Stay out of breaking public-API changes."
+27 -2
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@@ -2,8 +2,33 @@
All notable changes to Go Micro are documented here.
Format follows [Keep a Changelog](https://keepachangelog.com/). Go Micro uses
calendar-based versions (YYYY.MM) for the AI-native era.
Format follows [Keep a Changelog](https://keepachangelog.com/) and versions
follow [Semantic Versioning](https://semver.org/), matching the git tags and
[GitHub releases](https://github.com/micro/go-micro/releases) (`v6.MINOR.PATCH`).
Patch releases are cut automatically as the loop merges improvements; the
`[Unreleased]` section below is kept current between tags and rolled into the
next version when it ships.
> Earlier `2026.0x` headings are historical calendar-style markers from before
> v6 tagging; they are kept for continuity and not reused.
---
## [Unreleased]
### Added
- **Retrieval-backed agent memory** — agents can recall relevant prior turns by similarity, not just the recent window, with a summarizer hook that compacts older history so long conversations stay in budget. (`agent/`)
- **Scheduled flows** — a flow can run an agent (or any step) on a cron-style schedule, with the dispatch traced end to end. (`flow/`)
- **Flow verification/grader loop** — a workflow can grade its own step output against a rubric and retry until it passes, plus run-trace analysis to surface where a flow spends its time. (`flow/`)
- **A2A streaming & continuity** — outbound agent streaming flows through the A2A binding (`message/stream`), with `tasks/resubscribe` and `input-required` handoffs for multi-turn interop. (`gateway/a2a/`)
### Changed
- **Agent tool-call resilience** — opt-in retries around agent tool calls, and a fallback that executes tool calls emitted as text by weaker models so they still make progress. (`agent/`)
- **Hardened agent durability** — terminal failure statuses are classified and surfaced, and durable resume-after-restart is covered by tests. (`agent/`)
### Documentation
- **"Your first agent" walkthrough** and a canonical 0-to-hero reference path, lowering the on-ramp from install to a running agent. (`internal/website/docs/`)
- **Discord** linked prominently across the README, website nav/footer, and docs. (`https://discord.gg/G8Gk5j3uXr`)
---
+12 -5
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@@ -23,7 +23,7 @@ Actions instead of subagents. Each role is a workflow:
| **Generator** | `loop-builder.yml`*Loop: Builder (Generator)* | Builds the top open queue item as a single-concern PR (via Codex) and self-merges on green CI. Does the work. |
| **Evaluator** | `harness.yml`*Harness (E2E)*, plus the CI gate (`tests.yaml`, `lint.yaml`) | Grades every change: the mock harness + unit/lint on each push/PR, and real-model conformance hourly. A *separate* grader — never the generator judging itself. |
| **Evaluator → feedback** | `loop-triage.yml`*Loop: Triage (Evaluator feedback)* | On harness failure, root-causes, dedupes, and files scoped fix issues back into the planner's queue. The hill-climbing feedback path. |
| **Coherence** | `loop-devrel.yml`*Loop: DevRel* | Keeps README/website/docs/blog aligned with the North Star. |
| **Coherence** | `loop-devrel.yml`*Loop: DevRel* | Keeps README/website/docs/blog aligned with the North Star, keeps `CHANGELOG.md` living (reconciling `[Unreleased]` against merged PRs and rolling it into version headings as tags cut), and drafts the changelog blog post. |
| **Release** | `loop-release.yml`*Loop: Release (daily patch)* | Cuts a daily patch tag when master has new commits, so the *installable* framework tracks the loop's improvements (triggers `release.yml`/goreleaser). Minor/major bumps stay with the human. |
Generation is separated from evaluation on purpose: an agent grading its own work
@@ -149,10 +149,17 @@ output) but produce direction and coherence, not just code.
- **DevRel — daily** (`.github/workflows/loop-devrel.yml`). Audits the public
surface (README, website landing + docs, blog) for coherence with the North
Star, README crispness, and blog-worthy material. **Autonomy boundary:** safe
factual-alignment and crispness fixes auto-merge like any increment;
brand/positioning copy and blog drafts are *surfaced in a report* for the
human, never auto-merged.
Star, README crispness, and blog-worthy material. It also keeps `CHANGELOG.md`
living: each run reconciles the `[Unreleased]` section against the PRs that
actually merged (Keep-a-Changelog format, user-facing entries only — internal
loop/CI churn is skipped), and rolls `[Unreleased]` into a dated version
heading whenever a new `v6.MINOR.PATCH` tag has been cut (by `loop-release`).
When enough user-facing work has accumulated (roughly weekly, not a near-empty
post every day) it also drafts a "what's new" changelog blog post narrating it.
**Autonomy boundary:** safe factual-alignment and crispness fixes — *including
the `CHANGELOG.md` upkeep* — auto-merge like any increment; brand/positioning
copy and the changelog blog post are opened as a PR (or surfaced in the report)
and left for the human to review/merge — blog voice stays with the human.
- **Architect — continuous (hourly)** (`.github/workflows/loop-architect.yml`).
The *founder lens*, running alongside the builders. Each run it **tracks live
state** (what just merged, what's in flight), **prioritizes the roadmap**
+7 -9
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@@ -21,15 +21,13 @@ changes, architectural rewrites. Those go to the human.
## Work queue (ranked)
1. **Lead install docs with `@latest` now that the phantom-module retraction is published** ([#3565](https://github.com/micro/go-micro/issues/3565)) — install friction blocks every later experience. Make the first command current, boring, and consistent across README/website/docs so revived usage does not stall before scaffold/run.
2. **Surface runnable examples from getting-started and the guides** ([#3562](https://github.com/micro/go-micro/issues/3562)) — the blog canon now has a concrete support-agent story, but developers need obvious links from docs into runnable code. Tie examples to the 0→1 and 0→hero paths so “read → run → modify one thing” is discoverable.
3. **Reorder the guides nav to lead with doing before concepts** ([#3563](https://github.com/micro/go-micro/issues/3563)) — the framework is deep, but the first impression should be action: quickstart, first agent, examples, debugging, then architecture. This is small, CI-checkable wayfinding work with outsized adoption value.
4. **Add a “Debugging your agent” guide focused on the dev workflow** ([#3564](https://github.com/micro/go-micro/issues/3564)) — the inner loop is scaffold → run → chat → inspect → deploy. Document how to see tool calls, run history, provider failures, guardrail refusals, and flow handoffs before adding more depth that users cannot diagnose.
5. **Prevent duplicate tool side effects in the plan/delegate harness** ([#3559](https://github.com/micro/go-micro/issues/3559)) — correctness still matters where it protects real user trust. Plan/delegate is central to the services → agents lifecycle, and duplicate side effects undermine the “agent as dependable service” story.
6. **Expose `fallback_echo` during A2A streaming fallback conformance** ([#3560](https://github.com/micro/go-micro/issues/3560)) — keep interop conformance trustworthy without letting it dominate the adoption queue. This is scoped, testable, and protects the A2A promise developers see in the README and site.
7. **Propagate agent run cancellation and deadlines through model and tool calls** ([#3544](https://github.com/micro/go-micro/issues/3544)) — after the on-ramp items, the highest-value remaining Now-phase resilience gap is predictable failure semantics across agent runs, model calls, tool calls, plan/delegate, and flow handoffs. Tool retries and live-provider deadline tuning are in place; the lifecycle still needs cancellation/deadline propagation so work fails safely instead of becoming opaque loops.
8. **Emit OpenTelemetry spans for agent run timelines** ([#3525](https://github.com/micro/go-micro/issues/3525)) — recent work made runs inspectable, correlated trace metadata through scheduled dispatch, verified restart resume, added opt-in tool retries, hardened provider conformance, and fixed provider-emitted text tool calls. The next Next-phase step is to turn that RunInfo foundation into standard OTel spans for agent runs, model calls, tool calls, checkpoint/resume, cancellation/deadlines, and failures.
9. **Add an AP2 mandate layer over A2A and x402** ([#3552](https://github.com/micro/go-micro/issues/3552)) — this is a forward interop investment, not a Now-phase blocker: Go Micro already has A2A agents and x402 paid tools, so a small signed-mandate foundation can keep agent payments aligned with the open-protocol story without pulling the queue away from adoption, resilience, or observability. Keep it additive and opt-in while the AP2/FIDO work settles.
1. **Reorder the guides nav to lead with doing before concepts** ([#3563](https://github.com/micro/go-micro/issues/3563)) — the framework is deep, but the first impression should be action: quickstart, first agent, examples, debugging, then architecture. This is small, CI-checkable wayfinding work with outsized adoption value.
2. **Add a “Debugging your agent” guide focused on the dev workflow** ([#3564](https://github.com/micro/go-micro/issues/3564)) — the inner loop is scaffold → run → chat → inspect → deploy. Document how to see tool calls, run history, provider failures, guardrail refusals, and flow handoffs before adding more depth that users cannot diagnose.
3. **Prevent duplicate tool side effects in the plan/delegate harness** ([#3559](https://github.com/micro/go-micro/issues/3559)) — correctness still matters where it protects real user trust. Plan/delegate is central to the services → agents lifecycle, and duplicate side effects undermine the “agent as dependable service” story.
4. **Expose `fallback_echo` during A2A streaming fallback conformance** ([#3560](https://github.com/micro/go-micro/issues/3560)) — keep interop conformance trustworthy without letting it dominate the adoption queue. This is scoped, testable, and protects the A2A promise developers see in the README and site.
5. **Propagate agent run cancellation and deadlines through model and tool calls** ([#3544](https://github.com/micro/go-micro/issues/3544)) — after the on-ramp items, the highest-value remaining Now-phase resilience gap is predictable failure semantics across agent runs, model calls, tool calls, plan/delegate, and flow handoffs. Tool retries and live-provider deadline tuning are in place; the lifecycle still needs cancellation/deadline propagation so work fails safely instead of becoming opaque loops.
6. **Emit OpenTelemetry spans for agent run timelines** ([#3525](https://github.com/micro/go-micro/issues/3525)) — recent work made runs inspectable, correlated trace metadata through scheduled dispatch, verified restart resume, added opt-in tool retries, hardened provider conformance, and fixed provider-emitted text tool calls. The next Next-phase step is to turn that RunInfo foundation into standard OTel spans for agent runs, model calls, tool calls, checkpoint/resume, cancellation/deadlines, and failures.
7. **Add an AP2 mandate layer over A2A and x402** ([#3552](https://github.com/micro/go-micro/issues/3552)) — this is a forward interop investment, not a Now-phase blocker: Go Micro already has A2A agents and x402 paid tools, so a small signed-mandate foundation can keep agent payments aligned with the open-protocol story without pulling the queue away from adoption, resilience, or observability. Keep it additive and opt-in while the AP2/FIDO work settles.
_Seeded by Claude Code from the roadmap + open issues; thereafter maintained by the
architecture-review pass._
+37 -7
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@@ -4,14 +4,44 @@ layout: default
# Learn by Example
A collection of small, focused examples demonstrating common patterns with Go Micro.
Runnable examples are the fastest way to move from reading the guides to changing
one thing. Start with the path that matches where you are in the services →
agents → workflows lifecycle.
- [Hello Service](hello-service.md)
- [RPC Client](rpc-client.md)
- [Pub/Sub with NATS Broker](pubsub-nats.md)
- [Service Discovery with Consul](registry-consul.md)
- [State with Postgres Store](store-postgres.md)
- [NATS Transport](transport-nats.md)
## Start here
| Goal | Runnable example | Why it is useful |
| --- | --- | --- |
| 0→1 service | [`examples/hello-world`](https://github.com/micro/go-micro/tree/master/examples/hello-world) | Smallest RPC service with a client call and health checks. |
| First service-backed agent | [`examples/agent-demo`](https://github.com/micro/go-micro/tree/master/examples/agent-demo) | Multi-service project/task/team app with agent playground integration. |
| 0→hero lifecycle | [`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support) | No-secret support-desk story: typed services, an agent, an event-driven flow, and a guardrail. |
| Planning and delegation | [`examples/agent-plan-delegate`](https://github.com/micro/go-micro/tree/master/examples/agent-plan-delegate) | Two agents collaborate through `plan` and `delegate` over normal Go Micro RPC. |
| Durable workflows | [`examples/flow-durable`](https://github.com/micro/go-micro/tree/master/examples/flow-durable) | Ordered, checkpointed flow steps resume without duplicating completed side effects. |
| AI-callable services | [`examples/mcp`](https://github.com/micro/go-micro/tree/master/examples/mcp) | MCP examples that expose service endpoints as model tools. |
## Guide-to-example map
- [Getting Started](../getting-started.html) → run
[`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support)
to see the full lifecycle before generating your own service.
- [Your First Agent](../guides/your-first-agent.html) → run
[`examples/agent-demo`](https://github.com/micro/go-micro/tree/master/examples/agent-demo)
or [`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support)
when you want a complete service-backed agent to inspect.
- [0→hero Reference](../guides/zero-to-hero.html) → run
[`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support)
for the human-readable scenario, then `make harness` for the full CI contract.
- [Plan & Delegate](../guides/plan-delegate.html) → run
[`examples/agent-plan-delegate`](https://github.com/micro/go-micro/tree/master/examples/agent-plan-delegate).
- [Agents and Workflows](../guides/agents-and-workflows.html) → run
[`examples/flow-durable`](https://github.com/micro/go-micro/tree/master/examples/flow-durable)
and [`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support).
## Repository examples
See the repository [examples index](https://github.com/micro/go-micro/tree/master/examples)
for the complete runnable list, including deployment, auth, gRPC interop, MCP,
agent, and flow examples.
## More
+13 -1
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@@ -31,6 +31,16 @@ go install go-micro.dev/v6/cmd/micro@latest
## Quick Start: Generate from a Prompt
Prefer to start from a runnable reference? Clone the repository and run the maintained support-desk lifecycle example first:
```bash
git clone https://github.com/micro/go-micro.git
cd go-micro
go run ./examples/support
```
That example is the no-secret 0→hero path: services expose ticket/customer/notification tools, an agent handles the work, and an event-driven flow triggers the agent. See [Learn by Example](examples/) when you want more runnable starting points.
Describe what you need. The AI designs services, writes handlers, compiles, and starts them:
```bash
@@ -134,7 +144,7 @@ micro new gateway --template api
## Building Agents
For a complete service-backed walkthrough, start with [Your First Agent](guides/your-first-agent.html).
For a complete service-backed walkthrough, start with [Your First Agent](guides/your-first-agent.html). If you want to run before you write, use [`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support) for the full services → agents → workflows lifecycle or [`examples/agent-plan-delegate`](https://github.com/micro/go-micro/tree/master/examples/agent-plan-delegate) for the smallest multi-agent planning/delegation path.
An Agent is an intelligent layer that manages one or more services:
@@ -219,6 +229,8 @@ The flow discovers all services as tools and lets the LLM decide which RPCs to c
## Next Steps
- [Learn by Example](examples/) — runnable examples mapped to services, agents, and workflows
- [0→hero Reference](guides/zero-to-hero.html) — the maintained no-secret lifecycle contract
- [AI Integration](ai-integration.html) — how services, agents, MCP, and LLMs fit together
- [Agent Design](https://github.com/micro/go-micro/blob/master/internal/docs/AGENT_DESIGN.md) — the full agent interface specification
- [MCP & AI Agents](mcp.html) — MCP gateway, tool discovery, and auth
@@ -11,6 +11,16 @@ the services → agents → workflows lifecycle: build capability first, add
intelligence on top, then keep a clear path toward flows when the work needs to
run on events or schedules.
## Runnable reference first
If you want to run the lifecycle before copying code, start with the maintained support-desk example from the repository root:
```sh
go run ./examples/support
```
It uses a deterministic mock model by default, so it needs no provider key, and it exercises the same shape this guide teaches: services become tools, an agent uses them, and a flow can trigger the work. Use this guide when you are ready to build the smaller 0→1 version yourself.
## What you'll build
A tiny task assistant:
@@ -201,6 +211,7 @@ agent for judgment, tool use, and handoffs when the path is not known up front.
- Read the [0→hero reference path](zero-to-hero.html) for the CI-verified
lifecycle contract.
- Run [`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support) for the no-secret 0→hero support-desk lifecycle.
- Run [`examples/agent-plan-delegate`](https://github.com/micro/go-micro/tree/master/examples/agent-plan-delegate)
to see planning and delegation across agents.
- Read [Agents and Workflows](agents-and-workflows.html) when you are ready to
@@ -24,6 +24,16 @@ cloud credentials?"
| Deploy | `micro deploy --dry-run` resolves deploy targets without touching remote infrastructure. | `go test ./cmd/micro/cli/deploy -run TestDeployDryRun -count=1` |
| Runtime | Real services, agents, durable flows, store-backed history, delegation, and A2A run with only the model mocked. | `./internal/harness/zero-to-hero-ci/run.sh` and `make provider-conformance-mock` |
## Run the runnable example
From the repository root, start with the support-desk example when you want to see the full lifecycle in one terminal:
```sh
go run ./examples/support
```
It starts typed services, a support agent, an event-driven intake flow, and an approval gate with a deterministic mock model. Change one service method, agent prompt, or guardrail decision and run it again to learn the system by modifying a working path.
## Run the whole no-secret path
From the repository root:
@@ -61,6 +71,11 @@ make provider-conformance-mock
## Reference scenarios
- [`examples/support`](https://github.com/micro/go-micro/tree/master/examples/support)
is the runnable support-desk story: customers, tickets, notify, a support
agent, an intake flow, and an approval gate in one no-secret example.
- [`examples/agent-plan-delegate`](https://github.com/micro/go-micro/tree/master/examples/agent-plan-delegate)
is the smallest runnable planning/delegation example for multiple agents.
- [`internal/harness/plan-delegate`](https://github.com/micro/go-micro/tree/master/internal/harness/plan-delegate)
is the compact 0→hero scenario: real task and notify services, a conductor
agent, a comms agent, plan persistence, delegation, and a workflow handoff.