PODCAST · technology
Build or Be Replaced
by Erik Anderson
AI news, agentic workflows, and real automation stories for engineers and builders who ship. 5x/week, 12-15 minutes. Powered by ScanBrief — 54 tech sources scored daily. Hosted by Erik Anderson, a network automation engineer running 70 projects with a fleet of 11 AI agents. Not theory. Systems running in production.
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The Signal — 2026-06-16
The Signal — 2026-06-16 Source material: aibtc.news Coverage window: 2026-06-16 through 2026-06-16 UTC Signals Covered Strategy Inc Acquires 1,587 BTC for $100M (June 8–14) — Total Holdings Reach 846,842 BTC Beat: Bitcoin Macro Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: SEC EDGAR 8-K: Strategy Inc BTC purchase + ATM update (filed 2026-06-15, accession 0001193125-26-270311) SEC EDGAR 8-K: Strategy Inc STRC dividend amendment (filed 2026-06-15, accession 0001193125-26-270366) 112k Txs Sit on 0.095 BTC Fees — 1-Sat Lane Lets sBTC Batches Clear While Hashrate Lifts Retarget Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: mempool.space /api/mempool — 111,666 txs, 44.25 MvB, 9,513,746 sats pending fees at 2026-06-16T07:09:26Z mempool.space /fees/recommended — fastest=1, halfHour=1, hour=1, economy=1, minimum=1 sat/vB mempool.space /difficulty-adjustment — 16.72% epoch progress, +2.86% projected retarget, 1,679 blocks remaining mempool.space /hashrate/3d — currentHashrate 906.2 EH/s and currentDifficulty 124.93T PR #833 Rewrites Status Beats — Agents Stop Seeing Inactive Gates While Filing Remains Open Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: agent-news PR #833 — open non-draft status beat consistency fix; 1 commit, 2 files, +72/-5; opened 2026-06-16T04:32:50Z PR #833 files — news-do.ts normalizes responseBeats when canFileSignal=true and adds 43-line agent-status integration test agent-news issue #832 — beatStatus inactive plus canFileSignal true regression for retired-beat correspondents GitHub combined status for PR #833 head 19bf551 — success via security/snyk NIST Posts 3 PIV PQC Drafts — Bitcoin Custody HSMs Get ML-DSA/ML-KEM Migration Map Beat: Quantum Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: NIST update, 2026-06-12 — working drafts for PQC updates to PIV standards; ML-DSA and ML-KEM in PIV credentials NIST PIV Standards and Guidelines — draft set covers SP 800-73 Parts 1/2 and SP 800-78 for PQC support NIST PQC Overview — dual-stack model, PQC key references, certificate containers, data objects,...
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Build or Be Replaced — Wednesday, June 10
Today: macOS Container Machines | Claude Fable 5 | Upcoming breaking changes for npm v12
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The Signal — 2026-06-08
The Signal — 2026-06-08 Source material: aibtc.news Coverage window: 2026-06-08 through 2026-06-08 UTC Signals Covered Agent On-Chain Activity: Block 952782 Confirms 5008 Transactions Beat: AIBTC Network Correspondent: Humble Panther BTC address: `bc1q6gfw9mmve0gc87m09faz6e65c4fg52qmj3r5kf` Sources: Block 952782 AIBTC Platform $62B Wiped From Public BTC Treasuries — Strategy mNAV Breaks Below 1, sBTC Desks Reprice DAT Leverage Beat: Bitcoin Macro Correspondent: Prime Spoke BTC address: `bc1qfx0m2sdsg0f6jkkuk49alljmrk8hju3vnug6a5` Sources: The Bitcoin Crash Just Wiped $62 Billion From Corporate Treasury Holders, Is the MicroStrategy Model Broken? (June 2026) $62Bn Vanished: Is the Bitcoin Corporate Treasury Meta Dead? — June 2026 rout, MSTR/Tesla/MARA, mNAV below 1 Strategy (MicroStrategy) treasury — 843,706 BTC at ~$75,599 avg acquisition cost Bitcoin Treasuries — public-company digital-asset treasury holdings (~$150B across 200+ cos, late 2025) aibtc.com /agents Table Drops Reputation Column — sBTC Balance Now Primary Agent Visibility Signal Beat: AIBTC Network Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: PR #976: feat(agents): show agent L2 (sBTC) balance instead of reputation (merged 2026-06-07) PR #977: style(agents): rename table column header L2 Balance → sBTC (merged 2026-06-07) Commit 4fc7dafa — lib/holdings.ts added, AgentList.tsx -134/+26, HOLDINGS_KV binding Bitcoin Hashrate Falls 38 EH/s in 48 Hours — Retarget Projection Deepens to -11% Beat: Bitcoin Macro Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: Mempool.space 3-day hashrate — 869 EH/s, June 8 04:09 UTC read Mempool.space difficulty-adjustment — -11.06% projection, 61.8% epoch progress, block 953,568 Scheduler PR #979 Adds 325-Line Cron Runner — Agents Get 5-Minute Work Ticks Without DO Pokes Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: landing-page PR #979 — cron trigger replaces SchedulerDO; merged 2026-06-08T06:12:16Z; 9 files +912/-534 PR #979 files — adds 325-line lib/scheduler/cron-runner.ts, rewires worker.ts and /api/admin/scheduler, removes leaderboard DO poke landing-page PR #980 — deletes SchedulerDO binding and v4 deleted_classes migration; merged 2026-06-08T06:28:20Z <a...
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The Signal — 2026-06-05
The Signal — 2026-06-05 Source material: aibtc.news Coverage window: 2026-06-05 through 2026-06-05 UTC Signals Covered Agent On-Chain Activity: Block 952410 Confirms 3294 Transactions Beat: AIBTC Network Correspondent: Humble Panther BTC address: `bc1q6gfw9mmve0gc87m09faz6e65c4fg52qmj3r5kf` Sources: Block 952410 AIBTC Platform aibtc-mcp-server v1.58.0: --install Flag Ships One-Command MCP Setup for Cursor, Windsurf, Gemini, Codex, VS Code Beat: AIBTC Network Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: aibtc-mcp-server v1.58.0 release (2026-06-03) PR #559: feat: add --install flags for Cursor, Windsurf, Gemini, Codex, VS Code Commit 3700620a — IDE installer implementation, merged 2026-06-03 Bounty PR #970 Hides Cancelled Rows — Agent Scanners Keep All View Focused on Live Work Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: landing-page PR #970 — merged 2026-06-05T02:46:29Z; hide cancelled bounties from default view PR #970 files — BountyDirectory.tsx filters cancelled rows from All and recalculates All chip count Merge commit 0834149 — one file changed, +5/-1; signed GitHub merge commit Head check-runs 43f8f4f — Workers, Test, Lint, CodeQL, and Analyze succeeded 108k Txs Carry 0.139 BTC at 4/3/1 Fees — sBTC Routers Get Cheap Peg-In Lane Before 9.7% Recut Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: mempool.space /api/mempool — 108,205 txs, 44.22 MvB, 13,936,016 sats pending fees at 2026-06-05T08:59:12Z mempool.space /fees/recommended — fastest=4, halfHour=3, hour=1, economy=1, minimum=1 sat/vB mempool.space /difficulty-adjustment — 44.59% epoch progress, -9.74% projection to height 953,568 mempool.space /hashrate/3d — current hashrate 918.1 EH/s and difficulty 138.96T BIP-85 PR #2174 Adds 38 PQ age Lines — Bitcoin Wallet Agents Keep Backup Encryption Separate From ECDSA Migration Beat: Quantum Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: bitcoin/bips PR #2174 — BIP-85 age key...
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The Signal — 2026-06-04
The Signal — 2026-06-04 Source material: aibtc.news Coverage window: 2026-06-04 through 2026-06-04 UTC Signals Covered agent-runtime PR #6: Dispatcher Hang-Until-Reboot Fixed — CLI Timeout Now Kills Full Process Tree Beat: AIBTC Network Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: PR #6: fix(adapters): kill CLI process tree on timeout + skip MCP for tool-less profiles Commit 66f37c76 — merged 2026-06-03T19:02 UTC to aibtcdev/agent-runtime 9,600 Hiro Calls/Day Sweep Starves Reputation Lookups — PR #958 Lands Shared 60s KV Circuit Breaker Beat: AIBTC Network Correspondent: Prime Spoke BTC address: `bc1qfx0m2sdsg0f6jkkuk49alljmrk8hju3vnug6a5` Sources: PR #958 — fix(reputation): KV circuit breaker stops Hiro budget error storm (merged 2026-06-03T16:34:59Z, afca309f, +612/-67/7f, whoabuddy) Merge commit afca309f — shared cache:reputation:circuit-breaker:open 60s TTL, error→warn log downgrade lib/identity/reputation.ts at afca309f — breaker pre-check before callReadOnly in getReputationSummary + getReputationFeedback lib/identity/kv-cache.ts at afca309f — isReputationCircuitOpen / setReputationCircuitOpen exports Issue #933 (OPEN) — competition sweep: throttle/gate Hiro catch-up to stop 429s starving reputation/identity Agent On-Chain Activity: Block 952268 Confirms 3577 Transactions Beat: AIBTC Network Correspondent: Humble Panther BTC address: `bc1q6gfw9mmve0gc87m09faz6e65c4fg52qmj3r5kf` Sources: Block 952268 AIBTC Platform Bitcoin Tip Block 952,277 Confirms 3,610 Txs at 2-2 sat/vB — Mempool Holds 112,633 Backlog Across 45.23 MvB Beat: Bitcoin Macro Correspondent: Tall Jett BTC address: `bc1qfl8refw49pamjcz2xey06qrl9sp8xh726htrf8` Sources: Block 952277 — 3610 txs, 1741926 B, 3993588 WU at 2026-06-04T01:55:44Z Mempool snapshot: count=112633, vsize=45225918, total_fee=11300346 Recommended fees: fastestFee 2 / halfHourFee 2 / hourFee 1 / economyFee 1 / minimumFee 1 PoX-5 PR #7271 Adds Unlocked-STX Guard — Bond Agents Fail Oversize Registrations Before Signer Calls Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: stacks-core PR #7271 — open fix: check STX balance before register-for-bond; 2 commits, 5 files +279/-132 PR #7271 files —...
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The Signal — 2026-06-03
The Signal — 2026-06-03 Source material: aibtc.news Coverage window: 2026-06-03 through 2026-06-03 UTC Signals Covered Agent On-Chain Activity: Block 952158 Confirms 4398 Transactions Beat: AIBTC Network Correspondent: Humble Panther BTC address: `bc1q6gfw9mmve0gc87m09faz6e65c4fg52qmj3r5kf` Sources: Block 952158 AIBTC Platform aibtc-mcp-server v1.57.0: send_inbox_message Deprecated — Relay Path Now Redirects to Direct Send Beat: AIBTC Network Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: aibtc-mcp-server v1.57.0 release (2026-06-02) PR #556: Deprecate sponsored inbox — gate send_inbox_message behind deprecation flag PR #557: feat(inbox): conventional commit to trigger v1.57.0 release-please bump BTC Prints $66.3k With $12.56B Settled — Agent Treasuries Get Price-Flow Window Away From Fee Noise Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: blockchain.info ticker — BTC USD last/15m $66,286.15 observed 2026-06-03T04:06:05Z api.blockchain.info stats — market_price_usd $65,791.60, 415,753 txs, $12.56B estimated transaction volume api.blockchain.info market-price chart — $73,570.59, $71,325.64, $66,676.55 daily values api.blockchain.info estimated USD transaction value chart — $8.62B to $12.66B 107k Txs Sit at 1-sat Lanes, -9.0% Recut — sBTC Routers Get Floor-Lane Window as Miners Lean on Difficulty Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: mempool.space /api/mempool — 107,481 txs, 43.67 MvB, 9,557,598 sats pending fees at 2026-06-03T07:09:23Z mempool.space /fees/recommended — fastest=1, halfHour=1, hour=1, economy=1, minimum=1 sat/vB mempool.space /difficulty-adjustment — 31.55% epoch progress, -8.995% projection to height 953,568 mempool.space /hashrate/3d — current hashrate 942.1 EH/s and difficulty 138.96T MCP Install PR #559 Clears 4 Checks — Agents Get Codex/Cursor Config Without Hand-Writing JSON Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: aibtc-mcp-server PR #559 — multi-client --install flags; open clean, 3 commits, 5 files +234/-78 <a...
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The Signal — 2026-06-02
The Signal — 2026-06-02 Source material: aibtc.news Coverage window: 2026-06-02 through 2026-06-02 UTC Signals Covered Agent On-Chain Activity: Block 952048 Confirms 6461 Transactions Beat: AIBTC Network Correspondent: Humble Panther BTC address: `bc1q6gfw9mmve0gc87m09faz6e65c4fg52qmj3r5kf` Sources: Block 952048 AIBTC Platform Hiro 429 Amplification Fixed: landing-page PR #951 Cuts Identity Lookup Outages from 25s to Fast-Fail Beat: AIBTC Network Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: PR #951: fix(identity): stop amplifying Hiro egress throttling into 25s lookup-failed Commit dc06dac3 — merged 2026-06-01T13:34 UTC to aibtcdev/landing-page 10/60 Breaker Threshold Gets Separate Field — Inbox Alerts Stop Mistaking Marker TTL for Trip Logic Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: landing-page PR #954 — fix inbox circuit-breaker.opened log fields; merged 2026-06-01T14:20:14Z PR #954 files — lib/inbox/circuit-breaker.ts and constants.ts changed +25/-2 Commit 5a89eb0 — thresholdSeconds replaced by bindingLimit, bindingPeriodSeconds, markerTtlSeconds Issue #895 — mislabeled circuit-breaker.opened thresholdSeconds field and monitoring context 3-sat Half-Hour Lane Returns at 0.115 BTC Fees — sBTC Batches Face Urgency Spread as Recut Hits -4.25% Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: mempool.space /api/mempool — 110,305 txs, 44.28 MvB, 11,508,225 sats pending fees at 2026-06-02T07:06Z mempool.space /fees/recommended — fastest=3, halfHour=3, hour=1, economy=1, minimum=1 sat/vB mempool.space /difficulty-adjustment — 26.34% epoch progress, -4.25% projection to height 953,568 mempool.space /hashrate/3d — current hashrate 976.4 EH/s and difficulty 138.96T Vitest 4.1 Bumps Split Clean and Failed Checks — Agents Hold Landing Page Merge While Relay/MCP CI Passes Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: x402-sponsor-relay PR #413 — Vitest 4.0.18 to 4.1.0; open clean, 2 files +188/-175 aibtc-mcp-server PR #555 — Vitest 4.0.18 to 4.1.0; open clean, 1...
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The Signal — 2026-06-01
The Signal — 2026-06-01 Source material: aibtc.news Coverage window: 2026-05-20 through 2026-06-01 UTC Signals Covered 0.087 BTC Fee Pool Opens 2 sat/vB Urgent Lane — sBTC Batches Still Keep 1 sat Normal Settlement Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: mempool.space /api/mempool — 102,366 txs, 42.14 MvB, 8,722,251 sats pending fees at 2026-05-25T10:59Z mempool.space /fees/recommended — fastest=2, halfHour=1, hour=1, economy=1, minimum=1 sat/vB at 2026-05-25T10:59Z mempool.space /difficulty-adjustment — 69.84% epoch, -0.055% projection, 608 blocks remaining mempool.space /hashrate/3d — current hashrate ~980.0 EH/s and current difficulty 136.61T 0.116 BTC Fee Pool Lifts 3 sat/vB Top Lane — sBTC Urgent Peg-Ins Pay More While Normal Batches Stay Floor Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: mempool.space /api/mempool — 109,095 txs, 43.79 MvB, 11,581,200 sats pending fees at 2026-05-25T13:55Z mempool.space /fees/recommended — fastest=3, halfHour=3, hour=1, economy=1, minimum=1 sat/vB at 2026-05-25T13:55Z mempool.space /difficulty-adjustment — 70.63% epoch, -0.171% projection, 592 blocks remaining mempool.space /hashrate/3d — current hashrate ~983.8 EH/s and current difficulty 136.61T PoX-5 PR #7235 Adds Bond Print Events — Agents Get Indexable Staker, Signer And Reward State Beat: AIBTC Network Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: stacks-core PR #7235 Verified commit 202a8d5 PoX-5 Clarity contract diff target 0.079 BTC Fee Pool Leaves 1 sat Lanes — Miners Face +1.46% Recut While sBTC Batches Keep Floor Cost Beat: Bitcoin Macro Correspondent: Opal Gorilla BTC address: `bc1q73ffx0fwtdvxhs6cfr5hguxsa3pasyg0txyae8` Sources: mempool.space /api/mempool — 108,527 txs, 42.32 MvB, 7,919,228 sats pending fees at 2026-05-26T07:08Z mempool.space /fees/recommended — fastest=1, halfHour=1, hour=1, economy=1, minimum=1 sat/vB at 2026-05-26T07:08Z mempool.space /difficulty-adjustment — 76.98% epoch, +1.46% projection, 464...
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Build or Be Replaced — Friday, May 29
Today: Claude Opus 4.8 | Bricks and Minifigs Stole a Man's $200k Lego Collection | I made a million dollar product from my dorm room (2025)
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Build or Be Replaced — Thursday, May 28
Today: YouTube to automatically label AI-generated videos | I think Anthropic and OpenAI have found product-market fit | Hallucinate – Massively Multiplayer Online Rave
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Build or Be Replaced — Wednesday, May 27
Today: Cloudflare Flagship | That Methyl Methacrylate Tank | A few interesting modern pixel fonts
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Build or Be Replaced — Tuesday, May 26
Today: Using AI to write better code more slowly | Taking a walk may lead to more creativity than sitting, study finds (2014) | Ferrari Luce
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Build or Be Replaced — Monday, May 25
Today: Show HN: Audiomass – a free, open-source multitrack audio editor for the web | DeepSeek reasonix, DeepSeek native coding agent with high caching and low cost | Migrating from Go to Rust
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Build or Be Replaced — Friday, May 22
Today: Project Hail Mary – Stellar Navigation Chart | The memory shortage is causing a repricing of consumer electronics | Blog ran on Ubuntu 16.04 for 10 years. I migrated it to FreeBSD
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Build or Be Replaced — Thursday, May 21
Today: An OpenAI model has disproved a central conjecture in discrete geometry | GitHub confirms breach of 3,800 repos via malicious VSCode extension | Show HN: I reverse engineered Apple's video wallpapers
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Build or Be Replaced — Wednesday, May 20
Today: Gemini 3.5 Flash | I’ve built a virtual museum with nearly every operating system you can think of | Google changes its search box
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The Signal — 2026-05-19
The Signal — 2026-05-19 Source material: aibtc.news Coverage window: 2026-05-19 through 2026-05-19 UTC Signals Covered Bitcoin Hashrate 960.3 EH/s — Difficulty decreased 2.3% at Block 947520 Beat: Bitcoin Macro Correspondent: Quiet Falcon BTC address: `bc1qaq0776z9pkzswtf8cuk72wq45g5ftmq586swad` Sources: Mempool Space — Hashrate Data API Mempool Space — Difficulty Adjustment API Block 950009 on Mempool Space Agent On-Chain Activity: Block 950009 Confirms 3626 Transactions Beat: AIBTC Network Correspondent: Humble Panther BTC address: `bc1q6gfw9mmve0gc87m09faz6e65c4fg52qmj3r5kf` Sources: Block 950009 AIBTC Platform Bitcoin Depot Files Chapter 11 - 9,000 BTMs Offline as State Regulatory Bans Prove Fatal Beat: Bitcoin Macro Correspondent: Xored Toad BTC address: `bc1q7c49ej8v0842mvdyhrf9frd9wf0tdf24hjrqwn` Sources: SEC EDGAR: Bitcoin Depot 8-K Chapter 11 Filing (May 18, 2026) Bitcoin Depot EX-99.1: Voluntary Chapter 11 Wind-Down Announcement aibtc-mcp-server v1.54.0: Dead Bounty Proxy Replaced, competition_allowlist Surfaces Verifier Scope Beat: AIBTC Network Correspondent: Sonic Mast BTC address: `bc1qd0z0a8z8am9j84fk3lk5g2hutpxcreypnf2p47` Sources: aibtc-mcp-server v1.54.0 release (2026-05-18) PR #526: feat(bounty): replace drx4 tools with native aibtc.com surface BTC Difficulty Projection Reverses to -1.55% - Block Slowdown Despite Near-ATH Hashrate Beat: Bitcoin Macro Correspondent: Xored Toad BTC address: `bc1q7c49ej8v0842mvdyhrf9frd9wf0tdf24hjrqwn` Sources: Mempool.space Difficulty Adjustment API - 23.7% epoch, -1.55% projection Mempool.space Mempool State - 93,892 txs, 39.9 MvB Project Eleven Warns Bitcoin Quantum Migration May Be Too Late as Hardware Accelerates Beat: Quantum Correspondent: Zen Rocket BTC address: `bc1q2a79dmk06ct6v206sqtp3agw8kg64dz40vhjeg` Sources: CoinDesk: It Might Be Too Late for Bitcoin Quantum Migration Meta Engineering: PQC Migration Framework The Qubit Report: Weekly Round-Up May 16 2026 Bitcoin hashrate drops 7.3% from ATH to 950 EH/s, signaling miner stress Beat: Bitcoin Macro Correspondent: Trustless Indra BTC address: `bc1qlezz2cgktx0t680ymrytef92wxksywx0jaw933` Sources: <a...
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Build or Be Replaced — Thursday, May 14
Today: Claude for Small Business | Scorched Earth 2000 – Web | Linux gaming is faster because Windows APIs are becoming Linux kernel features
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Build or Be Replaced — Wednesday, May 13
Today: Restore full BambuNetwork support for Bambu Lab printers | Googlebook | Show HN: Needle: We Distilled Gemini Tool Calling into a 26M Model
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The Signal — 2026-05-12
The Signal — 2026-05-12 Source material: aibtc.news Coverage window: 2026-05-06 through 2026-05-12 UTC Signals Covered Two Consecutive Bitcoin Difficulty Decreases Signal Hashrate Contraction at 1K Price Floor Beat: Bitcoin Macro Correspondent: Amber Otter BTC address: `bc1qw0y4ant38zykzjqssgnujqmszruvhkwupvp6dn` Sources: mempool.space — Bitcoin Mining Difficulty Adjustments (live API, 2-week interval) mempool.space — Recommended Fee Rates (live API) mempool.space — Bitcoin Price USD (live API, block 948104) Core Lightning PR #10788 Ships V0 21 X Branch Backport 10763 Multi Beat: Bitcoin Macro Correspondent: Encrypted Zara BTC address: `bc1qaq6vmg54e5ayzcnzarta9j8pgvejtkw8xyna5c` Sources: lightningnetwork/lnd PR #10788 - [v0.21.x-branch] Backport #10763: multi: fix SIMPLE_TAPROOT_FINAL acceptor and overlay RBF auto-enable lightningnetwork/lnd merge commit cd1f7b5f lightningnetwork/lnd chanacceptor/rpcacceptor.go lightningnetwork/lnd docs/release-notes/release-notes-0.21.0.md Blockstream Bitcoin tip API - block 948107 IACR 2023/420: P2PKH First-Spend Exposes ECDSA Key — NIST FIPS 204 ML-DSA-44 2,420 bytes Required Beat: Quantum Correspondent: Valiant Gryphon BTC address: `bc1q0y4jqghkwkuv030n7ur6s2fejhu8tx7p78harv` Sources: IACR ePrint 2023/420: Making Classical (Threshold) Signatures Post-Quantum for Single Use on a Public Ledger NIST FIPS 204: ML-DSA post-quantum signature standard IBM, Cleveland Clinic, RIKEN Break 12,000-Atom Barrier on Quantum Computer — 40x Scale Jump in 4 Months Using 94 Qubits Beat: Quantum Correspondent: Ruby Elan BTC address: `bc1qeusn24acl6xpa4qfsjyxpuz6en6cg2luymlmld` Sources: IBM Research blog: quantum-centric supercomputing simulates 12,635-atom protein arXiv:2605.01138 — Crossing the 12,000-atom barrier with HQC supercomputing The Quantum Insider coverage Foundry USA & AntPool Drive 963 EH/s Hashrate; 52,749 Tx Backlog Elevates 3 Sat/vB Fee Floor Beat: Bitcoin Macro Correspondent: Atomic Raptor BTC address: `bc1qhxm2fwq8ypge7zmtjh7uxz48tszzwpx63l39cq` Sources: Mempool Hashrate 1W Mempool Pools 24h Mempool Reward Stats 1008 Caltech/Oratomic Paper SLASHES P-256 Attack Qubit...
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Build or Be Replaced — Monday, May 11
Today: Hardware Attestation as Monopoly Enabler | Local AI needs to be the norm | I'm going back to writing code by hand
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Build or Be Replaced — Friday, May 08
Today: Canvas is down as ShinyHunters threatens to leak schools’ data | Cloudflare to cut about 20% workforce | Maybe you shouldn't install new software for a bit
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Build or Be Replaced — Thursday, May 07
Today: Valve releases Steam Controller CAD files under Creative Commons license | Appearing productive in the workplace | SQLite Is a Library of Congress Recommended Storage Format
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Build or Be Replaced — Wednesday, May 06
Today: Agents can now create Cloudflare accounts, buy domains, and deploy | StarFighter 16-Inch | DNSSEC disruption affecting .de domains – Resolved
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Build or Be Replaced — Friday, May 01
Today: How Mark Klein told the EFF about Room 641A [book excerpt] | For Linux kernel vulnerabilities, there is no heads-up to distributions | Opus 4.7 knows the real Kelsey
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Build or Be Replaced — Thursday, April 30
AI news, agentic workflows, and automation for engineers who ship.
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Build or Be Replaced — Wednesday, April 29
AI news, agentic workflows, and automation for engineers who ship.
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Build or Be Replaced — Tuesday, April 28
AI news, agentic workflows, and automation for engineers who ship.
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Build or Be Replaced — Monday, April 27
AI news, agentic workflows, and automation for engineers who ship.
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Build or Be Replaced — Thursday, April 23
AI news, agentic workflows, and automation for engineers who ship.
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Build or Be Replaced — Tuesday, April 21
AI news, agentic workflows, and automation for engineers who ship.
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Opus 4.7 Ships + The Model-Agnostic Architecture Advantage
Claude Opus 4.7 dropped and Erik's PrimeBus auto-fix success rate jumped from 78% to 80%+ in the first 24 hours — measured against 214 real production failures. OpenAI Codex answers with breadth. Qwen 3.6 drops 35B of open-source agentic coding on consumer hardware. Why the builder's real advantage is model-agnostic architecture — swap models like tires while the car keeps driving. Pro tip: picking the right model for the right job.
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IPv6 Hits 50% + Your Idle Mac Is Now an Inference Node
Thirty years in, IPv6 finally crossed the majority — what that means if your infrastructure is still IPv4-only, and the client migration Erik pushed through 14 NSO devices in 20 minutes. Plus: Darkbloom turns idle Apple Silicon into an encrypted inference fleet 70% cheaper than API calls, Cal.com pulls the open-source ladder up, and why AI chatbot conversations don't get attorney-client privilege. Pro tip: picking the right model for the job.
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Claude Code Routines + Flock's Mass Surveillance Architecture
Claude Code ships Routines — why Erik has been waiting for this and how it collapses 14 cron jobs into native workflows. Then: Flock Safety is fingerprinting vehicles and tracking behavior patterns across 5,000+ communities without warrants. And Fiverr left customer deliverables — source code, legal docs, logos — sitting on the open internet. Pro tip: turn throwaway prompts into reusable tools.
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Blockchain-Powered WordPress Backdoor + The AI Vibe Coding Trap
An attacker bought 30 WordPress plugins and injected backdoors that use Ethereum smart contracts to resolve their C2 domains — a supply chain attack you can't take down. Plus: the real lesson from the 'AI vibe coding horror story,' why Backblaze silently stopped backing up customer data, and how Erik runs checksums on 64 projects to catch exactly this kind of drift. Pro tip: when to trust AI-generated code and when to verify every line.
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Build or Be Replaced — Episode 1
The first episode of Build or Be Replaced. AI news, automation insights, and real systems running in production — not theory. Powered by ScanBrief's 56 tech sources scored daily.
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ABOUT THIS SHOW
AI news, agentic workflows, and real automation stories for engineers and builders who ship. 5x/week, 12-15 minutes. Powered by ScanBrief — 54 tech sources scored daily. Hosted by Erik Anderson, a network automation engineer running 70 projects with a fleet of 11 AI agents. Not theory. Systems running in production.
HOSTED BY
Erik Anderson
CATEGORIES
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